

before pretrain
--------------------
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   acc   66.67%	   9.72%	  23.61%	  68.06%	  40.28%	  47.22%	   0.00%	  66.67%	  16.67%	  73.61%	  29.17%	   9.72%	   0.00%	   4.17%	   0.00%	  34.72%	  19.44%	   0.00%	  18.06%	  81.94%	   0.00%	  69.44%	   9.72%	  29.17%	   0.00%	  18.06%	   2.78%	  69.44%	  31.94%	  31.94%	  68.06%	  79.17%	  15.28%	  11.11%	  13.89%	   2.78%	  29.17%	  37.50%	  29.17%	  37.50%	  18.06%	  70.83%	  18.06%	   8.33%	   8.33%	  12.50%	   8.33%	  76.39%	   1.39%	  33.33%	  25.00%	  12.50%	   4.17%	  68.06%	  27.78%	  34.72%	  31.94%	   0.00%	   0.00%	  16.67%	  16.67%	  63.89%	  51.39%	  48.61%	  18.06%	  48.61%	  58.33%	  27.78%	  66.67%	   4.17%	   2.78%	  34.72%	  30.56%	  76.39%	  75.00%	  11.11%	   6.94%	   8.33%	  27.78%	  72.22%	  55.56%	  72.22%	  54.17%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  29.17%	  76.39%	  59.72%	  16.67%	   2.78%	  54.17%	  76.39%	  19.44%	   9.72%	  41.67%	   0.00%	  79.17%	  22.22%	  26.39%	  54.17%	  27.78%	  54.17%	  25.00%	   2.78%	   9.72%	   4.17%	  48.61%	   9.72%	  16.67%	   6.94%	  70.83%	  56.94%	   2.78%	   0.00%	   0.00%	  16.67%	   0.00%	  59.72%	   0.00%	  95.83%	  70.83%	  37.50%	  45.83%	   0.00%	   0.00%	   0.00%	   0.00%	  86.11%	  18.06%	   0.00%	   1.39%	   4.17%	   1.39%	  97.22%	 100.00%	   4.17%	  37.50%	  68.06%	  22.22%	  18.06%	  13.89%	  81.94%	  79.17%	  27.78%	   9.72%	   9.72%	   5.56%	  83.33%	  18.06%	  19.44%	  66.67%	  20.83%	   8.33%	  48.61%	   0.00%	   4.17%	  16.67%	  19.44%	   2.78%	  59.72%	  45.83%	   0.00%	  75.00%	   0.00%	   0.00%	  40.28%	  54.17%	  58.33%	  56.94%	   2.78%	  59.72%	  73.61%	  11.11%	  45.83%	   4.17%	  20.83%	  37.50%	   8.33%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	   1.39%	  66.67%	  23.61%	  19.44%	 100.00%	   0.00%	  43.06%	  58.33%	   0.00%	  61.11%	  15.28%	  62.50%	  25.00%	  58.33%	  73.61%	  75.00%	   6.94%	   0.00%	  37.50%	   9.72%	  27.78%	  62.50%	   2.78%	  73.61%	  70.83%	  68.06%	  27.78%	   9.72%	  65.28%	  31.94%	  37.50%	   8.33%	  91.67%	  50.00%	  43.06%	   0.00%	 100.00%	 100.00%	   0.00%	   0.00%	   0.00%	  26.39%	   4.17%	  34.72%	   4.17%	  81.94%	  58.33%	  54.17%	   0.00%	  48.61%	  63.89%	   0.00%	  16.67%	   5.56%	  44.44%	  86.11%	  68.06%	  55.56%	  79.17%	  68.06%	  79.17%	  15.28%	  19.44%	  77.78%	  12.50%	  19.44%	  31.94%	  23.61%	  91.67%	  79.17%	  15.28%	   0.00%	   0.00%	   2.78%	  63.89%	  29.17%	  52.78%	  44.44%	  31.94%	  23.61%	  47.22%	  26.39%	  16.67%	   0.00%	  73.61%	  27.78%	  33.33%	  44.44%	   5.56%	  50.00%	  11.11%	  31.94%	  27.78%	  50.00%	  38.89%	  20.83%	  13.89%	  27.78%	  18.06%	  26.39%	  87.50%	  76.39%	  38.89%	  36.11%	   4.17%	  40.28%	  33.33%	  40.28%	  15.28%	  66.67%	  12.50%	  16.67%	  72.22%	  65.28%	  26.39%	  62.50%	  61.11%	  12.50%	  43.06%	  27.78%	   4.17%	  80.56%	  15.28%	  55.56%	   6.94%	  31.94%	  34.72%	  69.44%	  56.94%	  48.61%	  77.78%	   4.17%	   2.78%	   9.72%	   4.17%	   2.78%	  88.89%	   6.94%	  26.39%	  29.17%	   2.78%	  72.22%	   2.78%	  72.22%	  16.67%	   9.72%	  55.56%	  69.44%	  27.78%	  66.67%	  52.78%	  51.39%	  43.06%	  58.33%	  68.06%	  36.11%	   8.33%	  59.72%	  19.44%	  70.83%	  27.78%	  43.06%	  54.17%	  19.44%	  70.83%	  41.67%	  37.50%	  36.11%	   2.78%	   0.00%	   0.00%	   0.00%	   0.00%	 100.00%	  56.94%	  16.67%	  54.17%	  61.11%	  19.44%	  34.72%	  75.00%	  83.33%	  16.67%	  52.78%	  41.67%	 100.00%	  83.33%	  48.61%	  61.11%	  69.44%	   2.78%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  48.61%	  22.22%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	   0.00%	  25.00%	  40.28%	   8.33%	  19.44%	  51.39%	  45.83%	  33.33%	  12.50%	  12.50%	  43.06%	  76.39%	  84.72%	  93.06%	  44.44%	  65.28%	  22.22%	   8.33%	  38.89%	   9.72%	  16.67%	  75.00%	  13.89%	  16.67%	   0.00%	   0.00%	  33.33%	  13.89%	  13.89%	  68.06%	  30.56%	   6.94%	   9.72%	  13.89%	   8.33%	   6.94%	  26.39%	  26.39%	  52.78%	   5.56%	  58.33%	   6.94%	  61.11%	  84.72%	   8.33%	  43.06%	  44.44%	  40.28%	  66.67%	  62.50%	   4.17%	  72.22%	   5.56%	  51.39%	  40.28%	  11.11%	  25.00%	  43.06%	   5.56%	  76.39%	   8.33%	  52.78%	  79.17%	  13.89%	   5.56%	  11.11%	  18.06%	   2.78%	  45.83%	  12.50%	  15.28%	  48.61%	  16.67%	  31.94%	  87.50%	   4.17%	  52.78%	  18.06%	  66.67%	  62.50%	  68.06%	  25.00%	   0.00%	   0.00%	  59.72%	  18.06%	   9.72%	   6.94%	  11.11%	  12.50%	  87.50%	  15.28%	  25.00%	  94.44%	  19.44%	  59.72%	   4.17%	  12.50%	  94.44%	 100.00%	   0.00%	   0.00%	 100.00%	   0.00%	   0.00%	   0.00%	  25.00%	 100.00%	  77.78%	  12.50%	  68.06%	  11.11%	  80.56%	  19.44%	  77.78%	   8.33%	  76.39%	  73.61%	   4.17%	   2.78%	   9.72%	  66.67%	   0.00%	  12.50%	   5.56%	  73.61%	  70.83%	   5.56%	  51.39%	  93.06%	   5.56%	  75.00%	  73.61%	  15.28%	  87.50%	   4.17%	   0.00%	   2.78%	   2.78%	  72.22%	  16.67%	  27.78%	  19.44%	  69.44%	   4.17%	  19.44%	  11.11%	  70.83%	  69.44%	  80.56%	  36.11%	  43.06%	   1.39%	  13.89%	  15.28%	  20.83%	   4.17%	   4.17%	  93.06%	  50.00%	   9.72%	  55.56%	  61.11%	  23.61%	   0.00%	  68.06%	  29.17%	  62.50%	   8.33%	  61.11%	   4.17%	  23.61%	  41.67%	  11.11%	   0.00%	  88.89%	   5.56%	   9.72%	   2.78%	   9.72%	  48.61%	  81.94%	  29.17%	  16.67%	  61.11%	  13.89%	  13.89%	  75.00%	  45.83%	  52.78%	   2.78%	  45.83%	  38.89%	  55.56%	  48.61%	  54.17%	  12.50%	  13.89%	  45.83%	  12.50%	   5.56%	   2.78%	   8.33%	  81.94%	  80.56%	  23.61%	  31.94%	   0.00%	  73.61%	  30.56%	   0.00%	  20.83%	   0.00%	  22.22%	  20.83%	  13.89%	  72.22%	  15.28%	  27.78%	  29.17%	   2.78%	   4.17%	  15.28%	  11.11%	  13.89%	  76.39%	  26.39%	  23.61%	  34.72%	  36.11%	  81.94%	  48.61%	  43.06%	   2.78%	  15.28%	  75.00%	   2.78%	 100.00%	  77.78%	   1.39%	   5.56%	  56.94%	  31.94%	  13.89%	  52.78%	   9.72%	   1.39%	   9.72%	   9.72%	  11.11%	  58.33%	  38.89%	  18.06%	  62.50%	   0.00%	  68.06%	  84.72%	  23.61%	  12.50%	  77.78%	   0.00%	   8.33%	  29.17%	   4.17%	  72.22%	  63.89%	  73.61%	   9.72%	  69.44%	  75.00%	  18.06%	   5.56%	  41.67%	   9.72%	   2.78%	  18.06%	  61.11%	  62.50%	   2.78%	  50.00%	  66.67%	  69.44%	  15.28%	  65.28%	  33.33%	  66.67%	  13.89%	  34.72%	  27.78%	  84.72%	  38.89%	  12.50%	   6.94%	  18.06%	  13.89%	  38.89%	  18.06%	  54.17%	   2.78%	  31.94%	  23.61%	  50.00%	  68.06%	   8.33%	   0.00%	  95.83%	   0.00%	   0.00%	   1.39%	   1.39%	   8.33%	  54.17%	  51.39%	  18.06%	  36.11%	  13.89%	  40.28%	  41.67%	  63.89%	  20.83%	  91.67%	  29.17%	  34.72%	  70.83%	  19.44%	  86.11%	  20.83%	  61.11%	  66.67%	  45.83%	  43.06%	  56.94%	  11.11%	  51.39%	  48.61%	  47.22%	  16.67%	  29.17%	   0.00%	   4.17%	  15.28%	   0.00%	  54.17%	  36.11%	  23.61%	  15.28%	   0.00%	  47.22%	  52.78%	  83.33%	   4.17%	   4.17%	  50.00%	   4.17%	   1.39%	  58.33%	   9.72%	  26.39%	  33.33%	  62.50%	  43.06%	  34.72%	  12.50%	  12.50%	  40.28%	   0.00%	   0.00%	   0.00%	  81.94%	  77.78%	  45.83%	  25.00%	   6.94%	  22.22%	  79.17%	  20.83%	  22.22%	  12.50%	  93.06%	   6.94%	  13.89%	  76.39%	   5.56%	  15.28%	   6.94%	   6.94%	   0.00%	  36.11%	  11.11%	  29.17%	   9.72%	  12.50%	   9.72%	  68.06%	  54.17%	  48.61%	   8.33%	   6.94%	  47.22%	  47.22%	  12.50%	   6.94%	  37.50%	  19.44%	  36.11%	  52.78%	  76.39%	  19.44%	   6.94%	  51.39%	  40.28%	  61.11%	  61.11%	  75.00%	   6.94%	   8.33%	  23.61%	   9.72%	   0.00%	   2.78%	  20.83%	  26.39%	  44.44%	  31.94%	  30.56%	  31.94%	  55.56%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  19.44%	  36.11%	   2.78%	   6.94%	   5.56%	   1.39%	   0.00%	  58.33%	  80.56%	  70.83%	   4.17%	  26.39%	  54.17%	  43.06%	  40.28%	  83.33%	  23.61%	  27.78%	  38.89%	  66.67%	  52.78%	   6.94%	  13.89%	   6.94%	  27.78%	  65.28%	   1.39%	   2.78%	  12.50%	 100.00%	   2.78%	  11.11%	  27.78%	   6.94%	   4.17%	   2.78%	   0.00%	  76.39%	  48.61%	 100.00%	   0.00%	   0.00%	 100.00%	   0.00%	   1.39%	   5.56%	   0.00%	  98.61%	   0.00%	   5.56%	  50.00%	  40.28%	  44.44%	  45.83%	  77.78%	   1.39%	  23.61%	   1.39%	   2.78%	  56.94%	   5.56%	  13.89%	  36.11%	   0.00%	  30.56%	  15.28%	  25.00%	  26.39%	  73.61%	  15.28%	  97.22%	   0.00%	  11.11%	  77.78%	  47.22%	  13.89%	   2.78%	  63.89%	   5.56%	  80.56%	  77.78%	  93.06%	  18.06%	   0.00%	  23.61%	  20.83%	  80.56%	   5.56%	  62.50%	  16.67%	  61.11%	  70.83%	  22.22%	  23.61%	  12.50%	  65.28%	  16.67%	  11.11%	   1.39%	   6.94%	  59.72%	  68.06%	   8.33%	   5.56%	  66.67%	  19.44%	   8.33%	  68.06%	  33.33%	   0.00%	  86.11%	  40.28%	  20.83%	   6.94%	  50.00%	  90.28%	 100.00%	  86.11%	   0.00%	   0.00%	   0.00%	   0.00%	   0.00%	  25.00%	   0.00%	  77.78%	  63.89%	  58.33%	  70.83%	  20.83%	  15.28%	  50.00%	  22.22%	  33.33%	  50.00%	  27.78%	  55.56%	   8.33%	  84.72%	  33.33%	  18.06%	   1.39%	  86.11%	   1.39%	   0.00%	  41.67%	  23.61%	   0.00%	  79.17%	  30.56%	   9.72%	  18.06%	  16.67%	   1.39%	   0.00%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  25.00%	   8.33%	   0.00%	   0.00%	   0.00%	   0.00%	  13.89%	  19.44%	  87.50%	  12.50%	   0.00%	  12.50%	  88.89%	  68.06%	  75.00%	  23.61%	  20.83%	  38.89%	  79.17%	  13.89%	   5.56%	  72.22%	  51.39%	  88.89%	   0.00%	   0.00%	   0.00%	  77.78%	  33.33%	  34.72%	  40.28%	  22.22%	  95.83%	  97.22%	   0.00%	  19.44%	  68.06%	   2.78%	  16.67%	  27.78%	  76.39%	  61.11%	  54.17%	   0.00%	  16.67%	  20.83%	  11.11%	  36.11%	  11.11%	  22.22%	  72.22%	 100.00%	  76.39%	  37.50%	  51.39%	  47.22%	  44.44%	  33.33%	  37.50%	  11.11%	   1.39%	  48.61%	  26.39%	  45.83%	  68.06%	  73.61%	   8.33%	  20.83%	  61.11%	   2.78%	  26.39%	   4.17%	  27.78%	   8.33%	  18.06%	  76.39%	  16.67%	   0.00%	 100.00%	 100.00%	   0.00%	  13.89%	  27.78%	  50.00%	  36.11%	   2.78%	  18.06%	   5.56%	   0.00%	   2.78%	  75.00%	  76.39%	  63.89%	  83.33%	   2.78%	  55.56%	   4.17%	 100.00%	  63.89%	   2.78%	  65.28%	   6.94%	  29.17%	   6.94%	   2.78%	  86.11%	   4.17%	  11.11%	  62.50%	  52.78%	  11.11%	  16.67%	  38.89%	  29.17%	  65.28%	  84.72%	  76.39%	  25.00%	  65.28%	   5.56%	   1.39%	   2.78%	  34.72%	  58.33%	  62.50%	  72.22%	   0.00%	   2.78%	   8.33%	  22.22%	   4.17%	  34.72%	   2.78%	   9.72%	  79.17%	   9.72%	   5.56%	  68.06%	  11.11%	 100.00%	   0.00%	  94.44%	  12.50%	  84.72%	   4.17%	   0.00%	  30.56%	  44.44%	   6.94%	  37.50%	  40.28%	  20.83%	   2.78%	  45.83%	  55.56%	  33.33%	  11.11%	   5.56%	  29.17%	  36.11%	  59.72%	  13.89%	  13.89%	  25.00%	  77.78%	   1.39%	  69.44%	  16.67%	   6.94%	  83.33%	  18.06%	   8.33%	  11.11%	   5.56%	  86.11%	  16.67%	   0.00%	   2.78%	   5.56%	  76.39%	  15.28%	  13.89%	   4.17%	  23.61%	  25.00%	  72.22%	  19.44%	   8.33%	  11.11%	  81.94%	  15.28%	  19.44%	  72.22%	  38.89%	  26.39%	  11.11%	  25.00%	  16.67%	  16.67%	  65.28%	  44.44%	  62.50%	  81.94%	  70.83%	  56.94%	  16.67%	  79.17%	  76.39%	  87.50%	   4.17%	   0.00%	   0.00%	 100.00%	 100.00%	   0.00%	   0.00%	   0.00%	   0.00%	  12.50%	  69.44%	 100.00%	  18.06%	   8.33%	   5.56%	  18.06%	  20.83%	   5.56%	  55.56%	  65.28%	  26.39%	  30.56%	   4.17%	   4.17%	  45.83%	   2.78%	   6.94%	  77.78%	  19.44%	  75.00%	  70.83%	   6.94%	  70.83%	  72.22%	  68.06%	  19.44%	   8.33%	   1.39%	  34.72%	   0.00%	   0.00%	   6.94%	   2.78%	   8.33%	  55.56%	  47.22%	  52.78%	  13.89%	  13.89%	  86.11%	  19.44%	  33.33%	   9.72%	  59.72%	   0.00%	  90.28%	  84.72%	 100.00%	  18.06%	  20.83%	  68.06%	  48.61%	  70.83%	   0.00%	   6.94%	  97.22%	   9.72%	   2.78%	   4.17%	  34.72%	   0.00%	  33.33%	  27.78%	  47.22%	  22.22%	  50.00%	  36.11%	  55.56%	  18.06%	  16.67%	  18.06%	   8.33%	  40.28%	  87.50%	  43.06%	  68.06%	  23.61%	  43.06%	  16.67%	  79.17%	   5.56%	   1.39%	  29.17%	  30.56%	  43.06%	  43.06%	  23.61%	   0.00%	  26.39%	  45.83%	   2.78%	   0.00%	  69.44%	  79.17%	   8.33%	   0.00%	  79.17%	  76.39%	  23.61%	   4.17%	  79.17%	  79.17%	   1.39%	   0.00%	   2.78%	  77.78%	  84.72%	  23.61%	  52.78%	  20.83%	  20.83%	   6.94%	  75.00%	  68.06%	  16.67%	  86.11%	  79.17%	   2.78%	  86.11%	  11.11%	  13.89%	  20.83%	   0.00%	   0.00%	   0.00%	   8.33%	  77.78%	  90.28%	   0.00%	   2.78%	  66.67%	  22.22%	  34.72%	  18.06%	   0.00%	   0.00%	   0.00%	  68.06%	  51.39%	  80.56%	   5.56%	  40.28%	  38.89%	   0.00%	  40.28%	  69.44%	  54.17%	  23.61%	  80.56%	  26.39%	  54.17%	  61.11%	   0.00%	  63.89%	   5.56%	  45.83%	   9.72%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  34.72%	  13.89%	  79.17%	  16.67%	  62.50%	   9.72%	   9.72%	   4.17%	  23.61%	  65.28%	   4.17%	   6.94%	  11.11%	   0.00%	  36.11%	  43.06%	  30.56%	  29.17%	  25.00%	   6.94%	   9.72%	  63.89%	   4.17%	  25.00%	  23.61%	  30.56%	  59.72%	  34.72%	  88.89%	  86.11%	  59.72%	   0.00%	  40.28%	   8.33%	  37.50%	  31.94%	   0.00%	   5.56%	  43.06%	  75.00%	  86.11%	  18.06%	  19.44%	  22.22%	   1.39%	   0.00%	 100.00%	   0.00%	  11.11%	  62.50%	  18.06%	  15.28%	   0.00%	 100.00%	   0.00%	 100.00%	   0.00%	   0.00%	 100.00%	   0.00%	   0.00%	  13.89%	   0.00%	   9.72%	  36.11%	  51.39%	  12.50%	  55.56%	  52.78%	  76.39%	   4.17%	   0.00%	   5.56%	  43.06%	  19.44%	  11.11%	   0.00%	  40.28%	  18.06%	  47.22%	  23.61%	  11.11%	  12.50%	  56.94%	  20.83%	   5.56%	  47.22%	  18.06%	   2.78%	   0.00%	   0.00%	   0.00%	   9.72%	   9.72%	  25.00%	   4.17%	  97.22%	  63.89%	  54.17%	  77.78%	   9.72%	  11.11%	  76.39%	   2.78%	  31.94%	  48.61%	  12.50%	  73.61%	  44.44%	  50.00%	  19.44%	  63.89%	  38.89%	  50.00%	  16.67%	  29.17%	  65.28%	   4.17%	  83.33%	   0.00%	  26.39%	   0.00%	  38.89%	  47.22%	   8.33%	  63.89%	   6.94%	  63.89%	   2.78%	   6.94%	   0.00%	  12.50%	  22.22%	  36.11%	   5.56%	  47.22%	  59.72%	 100.00%	  25.00%	  58.33%	  19.44%	  72.22%	  41.67%	  37.50%	  80.56%	  30.56%	  84.72%	   5.56%	  76.39%	
    f1   0.2667	  0.0591	  0.1273	  0.2700	  0.1914	  0.3208	  0.0000	  0.2667	  0.0952	  0.2827	  0.1505	  0.0591	  0.0000	  0.0267	  0.0000	  0.1718	  0.1085	  0.0000	  0.1020	  0.3003	  0.0000	  0.2732	  0.0591	  0.1505	  0.0000	  0.1020	  0.0180	  0.2732	  0.1614	  0.1614	  0.2700	  0.2946	  0.0884	  0.0667	  0.0813	  0.0180	  0.1505	  0.1818	  0.1505	  0.1818	  0.1020	  0.2764	  0.1020	  0.0513	  0.0513	  0.0741	  0.0513	  0.2887	  0.0091	  0.1667	  0.1333	  0.0741	  0.0267	  0.2700	  0.1449	  0.1718	  0.1614	  0.0000	  0.0000	  0.0952	  0.0952	  0.2599	  0.2263	  0.2181	  0.1020	  0.2181	  0.3684	  0.1449	  0.4000	  0.0267	  0.0180	  0.1718	  0.1560	  0.2887	  0.2857	  0.0667	  0.0433	  0.0513	  0.1449	  0.2796	  0.2381	  0.4194	  0.2342	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.1505	  0.2887	  0.3739	  0.0952	  0.0180	  0.2342	  0.2887	  0.1085	  0.0591	  0.1961	  0.0000	  0.2946	  0.1212	  0.1392	  0.3514	  0.2174	  0.2342	  0.1333	  0.0180	  0.0591	  0.0267	  0.2181	  0.0591	  0.0952	  0.0433	  0.2764	  0.2419	  0.0270	  0.0000	  0.0000	  0.1429	  0.0000	  0.3739	  0.0000	  0.4894	  0.2764	  0.1818	  0.2095	  0.0000	  0.0000	  0.0000	  0.0000	  0.4627	  0.1529	  0.0000	  0.0091	  0.0267	  0.0091	  0.3286	  1.0000	  0.0267	  0.2727	  0.2700	  0.1212	  0.1020	  0.0813	  0.3003	  0.2946	  0.1449	  0.0591	  0.0591	  0.0351	  0.3030	  0.1020	  0.1085	  0.2667	  0.1149	  0.0513	  0.2181	  0.0000	  0.0267	  0.0952	  0.1085	  0.0180	  0.2493	  0.2095	  0.0000	  0.2857	  0.0000	  0.0000	  0.1914	  0.2342	  0.2456	  0.2419	  0.0180	  0.2493	  0.4240	  0.0667	  0.3143	  0.0267	  0.1149	  0.1818	  0.0513	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.0091	  0.2667	  0.1273	  0.1085	  1.0000	  0.0000	  0.3010	  0.3684	  0.0000	  0.3793	  0.0884	  0.2564	  0.1333	  0.2456	  0.2827	  0.4286	  0.0433	  0.0000	  0.1818	  0.0591	  0.1449	  0.2564	  0.0180	  0.2827	  0.2764	  0.2700	  0.1449	  0.0591	  0.2633	  0.1614	  0.1818	  0.0513	  0.3188	  0.2222	  0.2006	  0.0000	  1.0000	  1.0000	  0.0000	  0.0000	  0.0000	  0.1392	  0.0267	  0.1718	  0.0267	  0.4504	  0.2456	  0.2342	  0.0000	  0.2265	  0.2599	  0.0000	  0.0952	  0.0351	  0.2155	  0.3085	  0.2700	  0.2381	  0.2946	  0.2700	  0.4419	  0.0884	  0.1085	  0.2917	  0.0741	  0.1085	  0.1614	  0.1273	  0.4783	  0.2946	  0.0884	  0.0000	  0.0000	  0.0180	  0.2599	  0.1505	  0.2303	  0.2051	  0.1614	  0.1273	  0.2138	  0.1392	  0.0952	  0.0000	  0.2827	  0.1449	  0.1667	  0.2051	  0.0351	  0.2222	  0.0667	  0.1614	  0.1449	  0.2222	  0.1867	  0.1149	  0.0813	  0.1449	  0.1020	  0.1392	  0.4667	  0.2887	  0.1867	  0.1769	  0.0267	  0.1914	  0.1667	  0.1914	  0.0884	  0.2667	  0.0741	  0.0952	  0.2796	  0.2633	  0.1392	  0.2564	  0.2529	  0.0741	  0.2006	  0.1449	  0.0267	  0.2974	  0.0884	  0.2381	  0.0433	  0.1614	  0.1718	  0.2732	  0.2419	  0.2181	  0.2917	  0.0267	  0.0180	  0.0591	  0.0267	  0.0180	  0.3137	  0.0433	  0.1392	  0.2258	  0.0180	  0.2796	  0.0180	  0.2796	  0.0952	  0.0591	  0.3571	  0.2732	  0.1449	  0.2667	  0.3455	  0.2263	  0.2006	  0.2456	  0.2700	  0.1769	  0.0513	  0.3739	  0.1085	  0.2764	  0.1449	  0.3010	  0.3514	  0.1085	  0.2764	  0.1961	  0.1818	  0.1769	  0.0180	  0.0000	  0.0000	  0.0000	  0.0000	  1.0000	  0.2419	  0.0952	  0.2342	  0.2529	  0.1085	  0.2577	  0.4286	  0.4545	  0.0952	  0.2303	  0.1961	  1.0000	  0.3030	  0.2181	  0.2529	  0.2732	  0.0180	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2181	  0.1212	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.0000	  0.2000	  0.1914	  0.0513	  0.1085	  0.3394	  0.2095	  0.1667	  0.0741	  0.0741	  0.2006	  0.2887	  0.4586	  0.4820	  0.2051	  0.2633	  0.1212	  0.0513	  0.1867	  0.0591	  0.0952	  0.2857	  0.1021	  0.0952	  0.0000	  0.0000	  0.1667	  0.0813	  0.0813	  0.2700	  0.1560	  0.0433	  0.0591	  0.0813	  0.0513	  0.0433	  0.1392	  0.1392	  0.2303	  0.0351	  0.2456	  0.0433	  0.2529	  0.3058	  0.0513	  0.2006	  0.2051	  0.1914	  0.2667	  0.3846	  0.0267	  0.2796	  0.0351	  0.2263	  0.1914	  0.0667	  0.1333	  0.2006	  0.0351	  0.2887	  0.0513	  0.2303	  0.2946	  0.0813	  0.0351	  0.0667	  0.1020	  0.0180	  0.2095	  0.0741	  0.0884	  0.3271	  0.0952	  0.1614	  0.3111	  0.0267	  0.2303	  0.1020	  0.2667	  0.2564	  0.2700	  0.1333	  0.0000	  0.0000	  0.2493	  0.1020	  0.0591	  0.0433	  0.1000	  0.1111	  0.4667	  0.0884	  0.1333	  0.4857	  0.1085	  0.2493	  0.0267	  0.0741	  0.4857	  1.0000	  0.0000	  0.0000	  1.0000	  0.0000	  0.0000	  0.0000	  0.2105	  1.0000	  0.2917	  0.0741	  0.2700	  0.0667	  0.2974	  0.1329	  0.2917	  0.0513	  0.2887	  0.2827	  0.0267	  0.0180	  0.0886	  0.2667	  0.0000	  0.1111	  0.0351	  0.2827	  0.2764	  0.0351	  0.2263	  0.4820	  0.0351	  0.2857	  0.2827	  0.0884	  0.4667	  0.0267	  0.0000	  0.0180	  0.0270	  0.2796	  0.0952	  0.1449	  0.1085	  0.2732	  0.0267	  0.1085	  0.0667	  0.2764	  0.2732	  0.2974	  0.1769	  0.2006	  0.0091	  0.0813	  0.0884	  0.1149	  0.0267	  0.0267	  0.3213	  0.2222	  0.0591	  0.2381	  0.2529	  0.1273	  0.0000	  0.2700	  0.1505	  0.2564	  0.0513	  0.3793	  0.0267	  0.1273	  0.1961	  0.0667	  0.0000	  0.4706	  0.0351	  0.0591	  0.0180	  0.0743	  0.2181	  0.4504	  0.2258	  0.0952	  0.2529	  0.0813	  0.0813	  0.2857	  0.2095	  0.2303	  0.0180	  0.2095	  0.1867	  0.2381	  0.2181	  0.2342	  0.0741	  0.0813	  0.2095	  0.0741	  0.0351	  0.0180	  0.0513	  0.4504	  0.4462	  0.1910	  0.1614	  0.0000	  0.2827	  0.1560	  0.0000	  0.1149	  0.0000	  0.1212	  0.1149	  0.0813	  0.4194	  0.0884	  0.1449	  0.1505	  0.0180	  0.0303	  0.0884	  0.0667	  0.0813	  0.2887	  0.1392	  0.1273	  0.2577	  0.2653	  0.3003	  0.2181	  0.2006	  0.0180	  0.0884	  0.2857	  0.0180	  1.0000	  0.2917	  0.0091	  0.0351	  0.2419	  0.1614	  0.0813	  0.2303	  0.0591	  0.0091	  0.0591	  0.0591	  0.0667	  0.2456	  0.1867	  0.1529	  0.3846	  0.0000	  0.2700	  0.3058	  0.1273	  0.0741	  0.2917	  0.0000	  0.0513	  0.1505	  0.0267	  0.2796	  0.2599	  0.2827	  0.0591	  0.2732	  0.2857	  0.1020	  0.0351	  0.1961	  0.0591	  0.0180	  0.1444	  0.2529	  0.2564	  0.0180	  0.2222	  0.2667	  0.2732	  0.0884	  0.2633	  0.1667	  0.2667	  0.0813	  0.1718	  0.1449	  0.3058	  0.2800	  0.0741	  0.0433	  0.1020	  0.0813	  0.1867	  0.1020	  0.2342	  0.0180	  0.1614	  0.1273	  0.2222	  0.2700	  0.0513	  0.0000	  0.4894	  0.0000	  0.0000	  0.0091	  0.0091	  0.0513	  0.3514	  0.2263	  0.1020	  0.1769	  0.0813	  0.1914	  0.1961	  0.2599	  0.1149	  0.3188	  0.1505	  0.1736	  0.2764	  0.1085	  0.3085	  0.1149	  0.2529	  0.2667	  0.2095	  0.2006	  0.2419	  0.0667	  0.2263	  0.2181	  0.2138	  0.0952	  0.1505	  0.0000	  0.0267	  0.1325	  0.0000	  0.2342	  0.1769	  0.1273	  0.0884	  0.0000	  0.3208	  0.2303	  0.3030	  0.0267	  0.0267	  0.2222	  0.0267	  0.0091	  0.2456	  0.0591	  0.1392	  0.1667	  0.2564	  0.2006	  0.1718	  0.0741	  0.0741	  0.1914	  0.0000	  0.0000	  0.0000	  0.4504	  0.2917	  0.3143	  0.1333	  0.0433	  0.1818	  0.4419	  0.1724	  0.1818	  0.1111	  0.3213	  0.0433	  0.0813	  0.2887	  0.0351	  0.0884	  0.0433	  0.0649	  0.0000	  0.1769	  0.0667	  0.1505	  0.0591	  0.0741	  0.0591	  0.2700	  0.2342	  0.2181	  0.0513	  0.0433	  0.2138	  0.2138	  0.0741	  0.0433	  0.1818	  0.1085	  0.1769	  0.2303	  0.2887	  0.1085	  0.0433	  0.2263	  0.3333	  0.2529	  0.2529	  0.2857	  0.0433	  0.0513	  0.1273	  0.0591	  0.0000	  0.0180	  0.1149	  0.2088	  0.2051	  0.1614	  0.1560	  0.1614	  0.2381	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.1628	  0.3591	  0.0180	  0.0433	  0.0351	  0.0091	  0.0000	  0.2478	  0.4462	  0.2764	  0.0267	  0.1392	  0.2342	  0.2006	  0.1914	  0.3030	  0.1273	  0.1449	  0.1867	  0.2667	  0.2303	  0.0433	  0.0813	  0.0433	  0.1449	  0.2633	  0.0091	  0.0180	  0.0741	  1.0000	  0.0180	  0.0667	  0.1449	  0.0433	  0.0267	  0.0180	  0.0000	  0.2887	  0.2181	  1.0000	  0.0000	  0.0000	  1.0000	  0.0000	  0.0137	  0.0351	  0.0000	  0.4965	  0.0000	  0.0526	  0.3333	  0.1914	  0.3077	  0.3143	  0.2917	  0.0091	  0.1273	  0.0091	  0.0180	  0.2419	  0.0351	  0.0813	  0.1881	  0.0000	  0.1560	  0.0884	  0.1333	  0.2088	  0.2827	  0.0884	  0.3286	  0.0000	  0.0667	  0.2917	  0.2138	  0.0813	  0.0180	  0.3898	  0.0351	  0.2974	  0.4375	  0.4820	  0.1020	  0.0000	  0.1273	  0.1149	  0.2974	  0.0351	  0.2564	  0.0952	  0.2529	  0.2764	  0.1212	  0.1273	  0.0741	  0.2633	  0.0952	  0.0667	  0.0091	  0.0433	  0.3739	  0.2700	  0.0513	  0.0351	  0.2667	  0.1085	  0.0513	  0.2700	  0.2500	  0.0000	  0.3085	  0.1914	  0.1149	  0.0433	  0.2376	  0.4745	  1.0000	  0.3085	  0.0000	  0.0000	  0.0000	  0.0000	  0.0000	  0.1333	  0.0000	  0.2917	  0.3898	  0.5209	  0.2764	  0.1149	  0.0884	  0.2222	  0.1212	  0.1667	  0.3333	  0.1449	  0.2381	  0.0513	  0.3058	  0.1667	  0.1529	  0.0137	  0.4627	  0.0091	  0.0000	  0.1961	  0.1910	  0.0000	  0.2946	  0.1560	  0.0591	  0.1020	  0.0952	  0.0091	  0.0000	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.1333	  0.0513	  0.0000	  0.0000	  0.0000	  0.0000	  0.0813	  0.1628	  0.3111	  0.0741	  0.0000	  0.0741	  0.4706	  0.4050	  0.2857	  0.1273	  0.1149	  0.1867	  0.2946	  0.0813	  0.0351	  0.2796	  0.2263	  0.3137	  0.0000	  0.0000	  0.0000	  0.2917	  0.1667	  0.1718	  0.1914	  0.1212	  0.4894	  0.4930	  0.0000	  0.1085	  0.2700	  0.0180	  0.0952	  0.1449	  0.2887	  0.3793	  0.2342	  0.0000	  0.0952	  0.1724	  0.0667	  0.1769	  0.0667	  0.1212	  0.2796	  1.0000	  0.2887	  0.1818	  0.2263	  0.2138	  0.2051	  0.1667	  0.1818	  0.0667	  0.0091	  0.2181	  0.1392	  0.2095	  0.2700	  0.2827	  0.0513	  0.1149	  0.2529	  0.0180	  0.1392	  0.0267	  0.1449	  0.0513	  0.1020	  0.2887	  0.0952	  0.0000	  1.0000	  1.0000	  0.0000	  0.0813	  0.1449	  0.2222	  0.1769	  0.0180	  0.1020	  0.0351	  0.0000	  0.0180	  0.4286	  0.2887	  0.2599	  0.3030	  0.0180	  0.2381	  0.0267	  1.0000	  0.2599	  0.0180	  0.2633	  0.0433	  0.1505	  0.0433	  0.0180	  0.3085	  0.0267	  0.0667	  0.2564	  0.2303	  0.0667	  0.0952	  0.1867	  0.1505	  0.2633	  0.3058	  0.2887	  0.1333	  0.2633	  0.0351	  0.0091	  0.0180	  0.1718	  0.2456	  0.2564	  0.4194	  0.0000	  0.0180	  0.0513	  0.1212	  0.0267	  0.1718	  0.0180	  0.0591	  0.2946	  0.0591	  0.0351	  0.2700	  0.0667	  1.0000	  0.0000	  0.3238	  0.0741	  0.3058	  0.0267	  0.0000	  0.1560	  0.3077	  0.0433	  0.1818	  0.1914	  0.1149	  0.0180	  0.2095	  0.2381	  0.1667	  0.0667	  0.0351	  0.1505	  0.1769	  0.2493	  0.0813	  0.0813	  0.1333	  0.2917	  0.0091	  0.2732	  0.0952	  0.0433	  0.3030	  0.1020	  0.0513	  0.0667	  0.0351	  0.3085	  0.0952	  0.0000	  0.0180	  0.0351	  0.2887	  0.0884	  0.0813	  0.0267	  0.1273	  0.1333	  0.2796	  0.1085	  0.0513	  0.0667	  0.4504	  0.0884	  0.1085	  0.2796	  0.1867	  0.1392	  0.0667	  0.1333	  0.0952	  0.0952	  0.2633	  0.2051	  0.2564	  0.3003	  0.2764	  0.2419	  0.0952	  0.2946	  0.2887	  0.4667	  0.0267	  0.0000	  0.0000	  1.0000	  1.0000	  0.0000	  0.0000	  0.0000	  0.0000	  0.1111	  0.2732	  1.0000	  0.1020	  0.0513	  0.0351	  0.1020	  0.1149	  0.0351	  0.2381	  0.2633	  0.1392	  0.2340	  0.0267	  0.0267	  0.2095	  0.0180	  0.0433	  0.2917	  0.1085	  0.2857	  0.2764	  0.0433	  0.2764	  0.2796	  0.2700	  0.1085	  0.0513	  0.0091	  0.2577	  0.0000	  0.0000	  0.0433	  0.0180	  0.0513	  0.3571	  0.2138	  0.3455	  0.0813	  0.0813	  0.4627	  0.1085	  0.1667	  0.0591	  0.2493	  0.0000	  0.4745	  0.3058	  1.0000	  0.1020	  0.1724	  0.2700	  0.3271	  0.2764	  0.0000	  0.0649	  0.4930	  0.0591	  0.0180	  0.0267	  0.2577	  0.0000	  0.1667	  0.1449	  0.2138	  0.1212	  0.2222	  0.1769	  0.2381	  0.1020	  0.0952	  0.1020	  0.0513	  0.2906	  0.3111	  0.2006	  0.2700	  0.1273	  0.2006	  0.0952	  0.2946	  0.0351	  0.0091	  0.1505	  0.1560	  0.2006	  0.2006	  0.1273	  0.0000	  0.1392	  0.3143	  0.0180	  0.0000	  0.4098	  0.2946	  0.0513	  0.0000	  0.2946	  0.2887	  0.1273	  0.0267	  0.2946	  0.2946	  0.0091	  0.0000	  0.0180	  0.2917	  0.3058	  0.1910	  0.3455	  0.1149	  0.1149	  0.0433	  0.2857	  0.2700	  0.0952	  0.3085	  0.2946	  0.0180	  0.3085	  0.0667	  0.0813	  0.1149	  0.0000	  0.0000	  0.0000	  0.0769	  0.2917	  0.4745	  0.0000	  0.0180	  0.2667	  0.1212	  0.1718	  0.1020	  0.0000	  0.0000	  0.0000	  0.4050	  0.3071	  0.2974	  0.0351	  0.1914	  0.1867	  0.0000	  0.3132	  0.2732	  0.2342	  0.1273	  0.4462	  0.1392	  0.3514	  0.3793	  0.0000	  0.2599	  0.0351	  0.2095	  0.0886	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.1718	  0.0813	  0.2946	  0.0952	  0.2564	  0.0591	  0.0591	  0.0267	  0.1273	  0.2633	  0.0267	  0.0433	  0.0667	  0.0000	  0.2653	  0.2006	  0.1560	  0.1505	  0.1333	  0.0433	  0.0591	  0.2599	  0.0400	  0.1333	  0.1273	  0.1560	  0.2493	  0.1718	  0.3137	  0.3085	  0.2493	  0.0000	  0.2871	  0.0513	  0.1818	  0.2421	  0.0000	  0.0351	  0.2006	  0.4286	  0.4627	  0.1529	  0.1085	  0.1212	  0.0091	  0.0000	  1.0000	  0.0000	  0.0667	  0.2564	  0.1020	  0.0884	  0.0000	  1.0000	  0.0000	  1.0000	  0.0000	  0.0000	  1.0000	  0.0000	  0.0000	  0.0813	  0.0000	  0.0591	  0.1769	  0.2263	  0.0741	  0.2381	  0.2303	  0.2887	  0.0400	  0.0000	  0.0351	  0.2006	  0.1085	  0.0667	  0.0000	  0.1914	  0.1020	  0.2138	  0.1273	  0.0667	  0.0741	  0.2419	  0.1149	  0.0351	  0.2138	  0.1020	  0.0180	  0.0000	  0.0000	  0.0000	  0.0591	  0.0886	  0.2000	  0.0267	  0.4930	  0.2599	  0.2342	  0.2917	  0.0591	  0.0667	  0.2887	  0.0180	  0.1614	  0.2181	  0.0741	  0.2827	  0.2051	  0.2222	  0.1085	  0.2599	  0.1867	  0.2222	  0.0952	  0.1505	  0.2633	  0.0267	  0.3030	  0.0000	  0.1392	  0.0000	  0.1867	  0.2138	  0.0513	  0.2599	  0.0433	  0.2599	  0.0180	  0.0649	  0.0000	  0.0741	  0.1212	  0.1769	  0.0351	  0.2138	  0.2493	  1.0000	  0.1333	  0.2456	  0.1085	  0.2796	  0.1961	  0.1818	  0.2974	  0.2340	  0.3058	  0.0351	  0.2887	

------
prediction result:
confusion matrix:
[[0.05314289 0.05885807 0.05585829]
 [0.21617679 0.24190885 0.21946096]
 [0.04489579 0.05725268 0.05244569]]
f1 on test:    0.30171061517350783
f1 on test:    0.34749743138118305 (micro)
f1 on KB:      0.22173213377386433
integrated f1: 0.2471762321665908, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 5793.  6416.  6089.]
 [23565. 26370. 23923.]
 [ 4894.  6241.  5717.]]
f1 on test:    0.31158003372677107
f1 on test:    0.36968846323205634 (micro)
f1 on KB:      0.2749618512592371
integrated f1: 0.2905106647921126, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



before ABL
--------------------
label        0	       1	       2	       3	       4	       5	       6	       7	       8	       9	      10	      11	      12	      13	      14	      15	      16	      17	      18	      19	      20	      21	      22	      23	      24	      25	      26	      27	      28	      29	      30	      31	      32	      33	      34	      35	      36	      37	      38	      39	      40	      41	      42	      43	      44	      45	      46	      47	      48	      49	      50	      51	      52	      53	      54	      55	      56	      57	      58	      59	      60	      61	      62	      63	      64	      65	      66	      67	      68	      69	      70	      71	      72	      73	      74	      75	      76	      77	      78	      79	      80	      81	      82	      83	      84	      85	      86	      87	      88	      89	      90	      91	      92	      93	      94	      95	      96	      97	      98	      99	     100	     101	     102	     103	     104	     105	     106	     107	     108	     109	     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1220	    1221	    1222	    1223	    1224	    1225	    1226	    1227	    1228	    1229	    1230	    1231	    1232	    1233	    1234	    1235	    1236	    1237	    1238	    1239	    1240	    1241	    1242	    1243	    1244	    1245	    1246	    1247	    1248	    1249	    1250	    1251	    1252	    1253	    1254	    1255	    1256	    1257	    1258	    1259	    1260	    1261	    1262	    1263	    1264	    1265	    1266	    1267	    1268	    1269	    1270	    1271	    1272	    1273	    1274	    1275	    1276	    1277	    1278	    1279	    1280	    1281	    1282	    1283	    1284	    1285	    1286	    1287	    1288	    1289	    1290	    1291	    1292	    1293	    1294	    1295	    1296	    1297	    1298	    1299	    1300	    1301	    1302	    1303	    1304	    1305	    1306	    1307	    1308	    1309	    1310	    1311	    1312	    1313	    1314	    1315	    1316	    1317	    1318	    1319	    1320	    1321	    1322	    1323	    1324	    1325	    1326	    1327	    1328	    1329	    1330	    1331	    1332	    1333	    1334	    1335	    1336	    1337	    1338	    1339	    1340	    1341	    1342	    1343	    1344	    1345	    1346	    1347	    1348	    1349	    1350	    1351	    1352	    1353	    1354	    1355	    1356	    1357	    1358	    1359	    1360	    1361	    1362	    1363	    1364	    1365	    1366	    1367	    1368	    1369	    1370	    1371	    1372	    1373	    1374	    1375	    1376	    1377	    1378	    1379	    1380	    1381	    1382	    1383	    1384	    1385	    1386	    1387	    1388	    1389	    1390	    1391	    1392	    1393	    1394	    1395	    1396	    1397	    1398	    1399	    1400	    1401	    1402	    1403	    1404	    1405	    1406	    1407	    1408	    1409	    1410	    1411	    1412	    1413	    1414	    1415	    1416	    1417	    1418	    1419	    1420	    1421	    1422	    1423	    1424	    1425	    1426	    1427	    1428	    1429	    1430	    1431	    1432	    1433	    1434	    1435	    1436	    1437	    1438	    1439	    1440	    1441	    1442	    1443	    1444	    1445	    1446	    1447	    1448	    1449	    1450	    1451	    1452	    1453	    1454	    1455	    1456	    1457	    1458	    1459	    1460	    1461	    1462	    1463	    1464	    1465	    1466	    1467	    1468	    1469	    1470	    1471	    1472	    1473	    1474	    1475	    1476	    1477	    1478	    1479	    1480	    1481	    1482	    1483	    1484	    1485	    1486	    1487	    1488	    1489	    1490	    1491	    1492	    1493	    1494	    1495	    1496	    1497	    1498	    1499	    1500	    1501	    1502	    1503	    1504	    1505	    1506	    1507	    1508	    1509	    1510	    1511	    1512	    1513	
   acc   66.67%	  63.89%	  52.78%	  68.06%	  40.28%	  52.78%	  58.33%	  66.67%	  75.00%	  73.61%	  52.78%	  79.17%	  45.83%	  47.22%	 100.00%	  62.50%	  73.61%	  98.61%	  70.83%	  81.94%	  44.44%	  69.44%	  31.94%	  59.72%	 100.00%	  70.83%	  84.72%	  69.44%	  65.28%	  65.28%	  68.06%	  79.17%	  81.94%	  81.94%	  83.33%	  83.33%	  68.06%	  56.94%	  58.33%	  51.39%	  70.83%	  70.83%	  65.28%	  73.61%	  77.78%	  66.67%	  55.56%	  76.39%	  68.06%	  59.72%	  73.61%	  81.94%	  80.56%	  68.06%	  50.00%	  54.17%	  51.39%	  61.11%	  50.00%	  66.67%	  27.78%	  63.89%	  51.39%	  43.06%	  66.67%	  48.61%	  41.67%	  56.94%	  33.33%	  23.61%	  29.17%	  34.72%	  62.50%	  76.39%	  75.00%	  83.33%	  83.33%	  65.28%	  62.50%	  72.22%	  55.56%	  72.22%	  43.06%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  50.00%	  76.39%	  59.72%	  80.56%	  83.33%	  33.33%	  76.39%	  62.50%	  83.33%	  52.78%	  26.39%	  79.17%	  44.44%	  52.78%	  54.17%	  72.22%	  54.17%	  56.94%	  63.89%	  41.67%	  56.94%	  48.61%	  80.56%	  79.17%	  77.78%	  70.83%	  56.94%	  97.22%	  97.22%	  95.83%	  83.33%	  37.50%	  59.72%	 100.00%	  95.83%	  70.83%	  59.72%	  44.44%	 100.00%	 100.00%	  98.61%	 100.00%	  86.11%	  81.94%	  65.28%	  88.89%	  81.94%	  94.44%	  97.22%	 100.00%	  86.11%	  62.50%	  68.06%	  72.22%	  79.17%	  79.17%	  81.94%	  79.17%	  56.94%	  81.94%	  80.56%	  88.89%	  83.33%	  58.33%	  69.44%	  66.67%	  72.22%	  48.61%	  48.61%	  61.11%	  83.33%	  51.39%	  48.61%	  41.67%	  34.72%	  45.83%	  36.11%	  75.00%	  69.44%	 100.00%	  54.17%	  54.17%	  58.33%	  56.94%	  56.94%	  37.50%	  73.61%	  80.56%	  45.83%	  69.44%	  65.28%	   5.56%	  84.72%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	  77.78%	  66.67%	  73.61%	  77.78%	 100.00%	  91.67%	  56.94%	  58.33%	  45.83%	  61.11%	  12.50%	  62.50%	  54.17%	  58.33%	  73.61%	  75.00%	  88.89%	  65.28%	  52.78%	  69.44%	  63.89%	  62.50%	  29.17%	  23.61%	  70.83%	  25.00%	  27.78%	  72.22%	  65.28%	  59.72%	  54.17%	  68.06%	  91.67%	  50.00%	  41.67%	  91.67%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  54.17%	  70.83%	  59.72%	  68.06%	  81.94%	  58.33%	  40.28%	  80.56%	  73.61%	  63.89%	  83.33%	  69.44%	  86.11%	  84.72%	  86.11%	  68.06%	  55.56%	  79.17%	  68.06%	  79.17%	  77.78%	  66.67%	  77.78%	  73.61%	  69.44%	  40.28%	  73.61%	  91.67%	  79.17%	  83.33%	  97.22%	 100.00%	  79.17%	  63.89%	  29.17%	  20.83%	  40.28%	  43.06%	  47.22%	  47.22%	  55.56%	  56.94%	 100.00%	  73.61%	  27.78%	  19.44%	  44.44%	  84.72%	  50.00%	  84.72%	  65.28%	  38.89%	  36.11%	  43.06%	  70.83%	  79.17%	  26.39%	  63.89%	  59.72%	  87.50%	  76.39%	  22.22%	  61.11%	  54.17%	  56.94%	  63.89%	  40.28%	  79.17%	  66.67%	  62.50%	  18.06%	  72.22%	  65.28%	  61.11%	  62.50%	  61.11%	  83.33%	  55.56%	  70.83%	  55.56%	  80.56%	  77.78%	  55.56%	  61.11%	  62.50%	  62.50%	  69.44%	  56.94%	  45.83%	  77.78%	  93.06%	  75.00%	  73.61%	  83.33%	  91.67%	  88.89%	  90.28%	  72.22%	  70.83%	  76.39%	  72.22%	  66.67%	  72.22%	  69.44%	  22.22%	  55.56%	  69.44%	  65.28%	  66.67%	  52.78%	  18.06%	  43.06%	  58.33%	  68.06%	  11.11%	   8.33%	  40.28%	  68.06%	  70.83%	  27.78%	  43.06%	  54.17%	  70.83%	  70.83%	  41.67%	  20.83%	  55.56%	  50.00%	  56.94%	 100.00%	  88.89%	 100.00%	 100.00%	  40.28%	  48.61%	  54.17%	  61.11%	  47.22%	  65.28%	  75.00%	  83.33%	  50.00%	  41.67%	  52.78%	 100.00%	  83.33%	  47.22%	  26.39%	  69.44%	  95.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  43.06%	  73.61%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	  83.33%	  75.00%	  56.94%	  70.83%	  52.78%	  51.39%	  51.39%	  55.56%	  56.94%	  68.06%	  43.06%	  76.39%	  84.72%	  93.06%	  34.72%	  65.28%	  62.50%	  81.94%	  58.33%	  61.11%	  68.06%	  75.00%	  70.83%	  80.56%	  44.44%	  38.89%	  33.33%	  84.72%	  55.56%	  68.06%	  65.28%	  44.44%	  43.06%	  80.56%	  86.11%	  72.22%	  44.44%	  47.22%	  52.78%	  73.61%	  27.78%	  75.00%	  61.11%	  84.72%	  77.78%	   9.72%	  12.50%	  56.94%	  66.67%	  62.50%	  63.89%	  72.22%	  77.78%	  37.50%	  40.28%	  62.50%	  65.28%	  43.06%	  40.28%	  76.39%	  88.89%	  33.33%	  79.17%	  72.22%	  75.00%	  62.50%	  68.06%	  83.33%	  45.83%	  84.72%	  79.17%	  51.39%	  76.39%	  31.94%	  87.50%	  86.11%	  29.17%	  26.39%	  66.67%	  62.50%	  68.06%	  47.22%	 100.00%	  97.22%	  59.72%	  72.22%	  81.94%	  83.33%	  88.89%	  87.50%	  87.50%	  70.83%	   4.17%	  94.44%	  56.94%	   4.17%	  56.94%	  81.94%	  94.44%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  65.28%	 100.00%	  77.78%	  84.72%	  68.06%	  11.11%	  80.56%	  77.78%	  77.78%	  79.17%	  76.39%	  73.61%	  84.72%	  54.17%	  90.28%	  66.67%	  76.39%	  87.50%	  80.56%	  73.61%	  70.83%	  68.06%	  51.39%	  93.06%	  83.33%	  75.00%	  73.61%	  77.78%	  87.50%	  86.11%	  98.61%	  94.44%	  97.22%	  72.22%	  73.61%	  27.78%	  19.44%	  69.44%	  72.22%	  77.78%	  86.11%	  70.83%	  69.44%	  80.56%	  58.33%	  48.61%	  91.67%	  81.94%	  81.94%	  76.39%	  56.94%	  47.22%	  93.06%	  33.33%	  36.11%	  55.56%	  61.11%	  73.61%	  93.06%	  68.06%	  62.50%	  62.50%	  61.11%	  61.11%	  84.72%	  52.78%	  43.06%	  86.11%	 100.00%	  88.89%	  43.06%	  70.83%	  91.67%	  59.72%	  48.61%	  81.94%	  70.83%	  80.56%	  61.11%	  79.17%	  77.78%	  75.00%	  40.28%	  43.06%	  62.50%	  45.83%	  38.89%	  55.56%	  48.61%	  29.17%	  23.61%	  37.50%	  36.11%	  40.28%	  72.22%	  93.06%	  87.50%	  81.94%	  80.56%	  76.39%	  31.94%	  80.56%	  73.61%	  66.67%	  59.72%	  76.39%	  93.06%	  22.22%	  75.00%	  77.78%	  72.22%	  75.00%	  68.06%	  68.06%	  81.94%	  77.78%	  75.00%	  76.39%	  73.61%	  76.39%	  31.94%	  72.22%	  65.28%	  63.89%	  81.94%	  48.61%	  43.06%	  84.72%	  79.17%	  75.00%	  68.06%	 100.00%	  77.78%	  80.56%	  80.56%	  56.94%	  31.94%	  34.72%	  52.78%	  88.89%	  86.11%	  86.11%	  86.11%	  72.22%	  58.33%	  48.61%	  81.94%	  62.50%	  69.44%	  68.06%	  84.72%	  73.61%	  81.94%	  77.78%	  97.22%	  70.83%	  66.67%	  63.89%	  72.22%	  63.89%	  73.61%	  80.56%	  69.44%	  75.00%	  75.00%	  51.39%	  41.67%	  36.11%	  84.72%	  72.22%	  61.11%	  62.50%	  52.78%	  47.22%	  66.67%	  69.44%	  76.39%	  65.28%	  58.33%	  66.67%	  72.22%	  59.72%	  66.67%	  84.72%	  61.11%	  51.39%	  80.56%	  63.89%	  13.89%	  55.56%	  75.00%	  20.83%	   2.78%	  20.83%	  72.22%	  50.00%	  68.06%	  47.22%	  97.22%	  95.83%	  80.56%	  98.61%	  95.83%	  83.33%	  73.61%	  54.17%	  12.50%	  68.06%	  23.61%	  38.89%	  44.44%	  41.67%	  63.89%	  76.39%	  91.67%	  63.89%	  66.67%	  70.83%	  19.44%	  86.11%	  59.72%	  61.11%	  66.67%	  45.83%	  43.06%	  33.33%	  31.94%	  34.72%	  43.06%	  47.22%	  72.22%	  68.06%	 100.00%	  75.00%	  84.72%	  95.83%	  54.17%	   9.72%	  23.61%	  80.56%	  69.44%	  47.22%	  52.78%	  83.33%	  87.50%	  83.33%	  50.00%	  79.17%	  84.72%	  58.33%	  77.78%	  62.50%	  47.22%	  62.50%	  55.56%	  62.50%	  23.61%	  45.83%	  40.28%	 100.00%	 100.00%	 100.00%	  81.94%	  77.78%	  54.17%	  66.67%	  55.56%	  77.78%	  79.17%	  79.17%	  77.78%	  87.50%	  93.06%	  86.11%	  77.78%	  76.39%	  91.67%	  83.33%	  79.17%	  93.06%	  90.28%	  51.39%	  50.00%	  30.56%	  68.06%	  65.28%	  58.33%	  68.06%	  54.17%	  48.61%	  56.94%	  36.11%	  44.44%	  47.22%	  44.44%	  44.44%	  54.17%	  62.50%	  54.17%	  52.78%	  76.39%	  76.39%	  62.50%	  51.39%	  36.11%	  25.00%	  61.11%	  75.00%	  79.17%	  84.72%	  59.72%	  72.22%	  56.94%	  88.89%	  77.78%	  73.61%	  43.06%	  66.67%	  61.11%	  62.50%	   6.94%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  80.56%	  23.61%	  76.39%	  47.22%	   5.56%	  70.83%	  41.67%	  87.50%	 100.00%	  70.83%	  87.50%	  55.56%	  54.17%	  43.06%	  48.61%	  83.33%	  72.22%	  54.17%	  56.94%	  66.67%	  52.78%	  75.00%	  75.00%	  76.39%	  58.33%	  65.28%	  68.06%	  73.61%	  80.56%	 100.00%	  54.17%	  25.00%	  27.78%	  79.17%	  83.33%	  91.67%	  76.39%	  76.39%	  45.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	  81.94%	 100.00%	  98.61%	 100.00%	  94.44%	  50.00%	  40.28%	  55.56%	  54.17%	  77.78%	  84.72%	  69.44%	  52.78%	  51.39%	  38.89%	  43.06%	  68.06%	  38.89%	  43.06%	  59.72%	  44.44%	  25.00%	  26.39%	  73.61%	  80.56%	  97.22%	 100.00%	  81.94%	  77.78%	  47.22%	  75.00%	  59.72%	  63.89%	  83.33%	  80.56%	  77.78%	  93.06%	  15.28%	  11.11%	  62.50%	  65.28%	  80.56%	  19.44%	  62.50%	  77.78%	  61.11%	  70.83%	  68.06%	  72.22%	  75.00%	  65.28%	  72.22%	  68.06%	  34.72%	  68.06%	  59.72%	  68.06%	  75.00%	  58.33%	  66.67%	  75.00%	  81.94%	  68.06%	  66.67%	  70.83%	  86.11%	  40.28%	  62.50%	  81.94%	  90.28%	  90.28%	 100.00%	  86.11%	 100.00%	  91.67%	 100.00%	 100.00%	 100.00%	  54.17%	 100.00%	  77.78%	  63.89%	  50.00%	  70.83%	  56.94%	  61.11%	  50.00%	  47.22%	  33.33%	  50.00%	  45.83%	  55.56%	  61.11%	  84.72%	  63.89%	  81.94%	  98.61%	  86.11%	  38.89%	  45.83%	  54.17%	  76.39%	 100.00%	  79.17%	  66.67%	  77.78%	  80.56%	  65.28%	  73.61%	  51.39%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  73.61%	  72.22%	  88.89%	  93.06%	 100.00%	 100.00%	  59.72%	  80.56%	  87.50%	  84.72%	 100.00%	  73.61%	  88.89%	  68.06%	  75.00%	  40.28%	  47.22%	  37.50%	  79.17%	  59.72%	  80.56%	  72.22%	  51.39%	  88.89%	 100.00%	  90.28%	  95.83%	  77.78%	  65.28%	  38.89%	  51.39%	  56.94%	  95.83%	  97.22%	  94.44%	  43.06%	  68.06%	  45.83%	  16.67%	  48.61%	  76.39%	  61.11%	  31.94%	  79.17%	  76.39%	  79.17%	  81.94%	  55.56%	  56.94%	  73.61%	  72.22%	 100.00%	  76.39%	  54.17%	  51.39%	  40.28%	  41.67%	  18.06%	  37.50%	  29.17%	  31.94%	  37.50%	  72.22%	  45.83%	  25.00%	  73.61%	  87.50%	  50.00%	  61.11%	  61.11%	  61.11%	  80.56%	  66.67%	  47.22%	  76.39%	  76.39%	  73.61%	 100.00%	 100.00%	 100.00%	  31.94%	  65.28%	  62.50%	  50.00%	  36.11%	  54.17%	  77.78%	  76.39%	  80.56%	  70.83%	  75.00%	  76.39%	  63.89%	  83.33%	  91.67%	  55.56%	  94.44%	 100.00%	  63.89%	  54.17%	  65.28%	  88.89%	  69.44%	  56.94%	  50.00%	  86.11%	  91.67%	  86.11%	  62.50%	  52.78%	  58.33%	  61.11%	  43.06%	  56.94%	  65.28%	  84.72%	  76.39%	  72.22%	  65.28%	  84.72%	  79.17%	  77.78%	  62.50%	  27.78%	  29.17%	  72.22%	 100.00%	  68.06%	  68.06%	  75.00%	  63.89%	  34.72%	  77.78%	  84.72%	  79.17%	  54.17%	  70.83%	  68.06%	  77.78%	 100.00%	  91.67%	  94.44%	  83.33%	  84.72%	  83.33%	  76.39%	  63.89%	  44.44%	  70.83%	  61.11%	  40.28%	  25.00%	  84.72%	  45.83%	  55.56%	  47.22%	  87.50%	  72.22%	  61.11%	  61.11%	  59.72%	  79.17%	  77.78%	  61.11%	  77.78%	  70.83%	  69.44%	  75.00%	  90.28%	  83.33%	  75.00%	  73.61%	  84.72%	  86.11%	  86.11%	  73.61%	  90.28%	  72.22%	  54.17%	  76.39%	  59.72%	  68.06%	  81.94%	  63.89%	  63.89%	  72.22%	  63.89%	  56.94%	  73.61%	  81.94%	  75.00%	  19.44%	  72.22%	  36.11%	  58.33%	  11.11%	  56.94%	  68.06%	  58.33%	  12.50%	  44.44%	  20.83%	  81.94%	  70.83%	  56.94%	  76.39%	  79.17%	  76.39%	  87.50%	  90.28%	  86.11%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	 100.00%	 100.00%	  87.50%	  69.44%	 100.00%	  69.44%	  52.78%	  65.28%	  62.50%	  76.39%	  80.56%	  55.56%	  65.28%	  38.89%	  69.44%	  43.06%	  55.56%	  45.83%	  55.56%	  75.00%	  13.89%	  65.28%	   4.17%	   9.72%	   6.94%	   6.94%	  72.22%	  11.11%	  72.22%	  83.33%	  90.28%	  65.28%	  83.33%	  79.17%	  91.67%	  50.00%	  72.22%	  44.44%	  50.00%	  52.78%	  83.33%	  84.72%	  86.11%	  77.78%	  33.33%	  87.50%	  59.72%	 100.00%	  90.28%	  84.72%	 100.00%	  76.39%	  79.17%	  68.06%	  51.39%	  70.83%	  62.50%	  93.06%	  97.22%	  73.61%	  72.22%	  87.50%	  65.28%	  59.72%	  33.33%	  37.50%	  34.72%	  56.94%	  50.00%	  45.83%	  55.56%	  65.28%	  55.56%	  51.39%	  55.56%	  34.72%	  87.50%	  43.06%	  26.39%	  52.78%	  43.06%	  72.22%	  79.17%	  75.00%	  63.89%	  63.89%	  63.89%	  30.56%	  43.06%	  70.83%	  45.83%	  69.44%	  45.83%	  86.11%	  70.83%	  69.44%	  79.17%	  87.50%	  70.83%	  79.17%	  76.39%	  40.28%	  73.61%	  79.17%	  79.17%	  80.56%	  76.39%	  75.00%	  77.78%	  84.72%	  76.39%	  52.78%	  69.44%	  68.06%	  83.33%	  75.00%	  18.06%	  16.67%	  86.11%	  79.17%	  68.06%	  86.11%	  77.78%	  63.89%	  20.83%	 100.00%	  90.28%	 100.00%	  91.67%	  77.78%	  90.28%	  93.06%	  66.67%	  66.67%	  44.44%	  34.72%	  45.83%	 100.00%	 100.00%	 100.00%	  68.06%	  44.44%	  80.56%	  66.67%	  40.28%	  38.89%	  75.00%	  40.28%	  69.44%	  54.17%	  75.00%	   0.00%	  70.83%	  45.83%	  61.11%	  48.61%	   6.94%	  76.39%	  43.06%	  90.28%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  58.33%	  79.17%	  79.17%	  76.39%	  62.50%	  75.00%	  77.78%	  66.67%	  69.44%	  65.28%	  73.61%	  88.89%	  66.67%	  65.28%	  63.89%	  55.56%	  55.56%	  29.17%	  55.56%	  86.11%	  73.61%	  63.89%	  95.83%	  33.33%	  27.78%	  44.44%	  22.22%	  38.89%	  88.89%	  86.11%	  59.72%	  76.39%	  59.72%	  72.22%	  47.22%	  68.06%	   0.00%	   5.56%	  51.39%	  75.00%	  86.11%	  81.94%	  20.83%	  59.72%	  86.11%	  95.83%	 100.00%	  97.22%	  83.33%	  62.50%	  66.67%	  63.89%	  93.06%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	   2.78%	  83.33%	  73.61%	  54.17%	  51.39%	  59.72%	  55.56%	  52.78%	  76.39%	  95.83%	 100.00%	  90.28%	  26.39%	  19.44%	  83.33%	  65.28%	  40.28%	  41.67%	  20.83%	  23.61%	  41.67%	  76.39%	  56.94%	  72.22%	  48.61%	  47.22%	  59.72%	  69.44%	  97.22%	 100.00%	 100.00%	  72.22%	  90.28%	  75.00%	  65.28%	  97.22%	  63.89%	  54.17%	  77.78%	  37.50%	  81.94%	  76.39%	  87.50%	  63.89%	  48.61%	  80.56%	  73.61%	  44.44%	  50.00%	  61.11%	  63.89%	  54.17%	  50.00%	  70.83%	  44.44%	  65.28%	  56.94%	  83.33%	  88.89%	  72.22%	  80.56%	  55.56%	  47.22%	  45.83%	  31.94%	  45.83%	  30.56%	  83.33%	  93.06%	 100.00%	  72.22%	  44.44%	  44.44%	  75.00%	  50.00%	  59.72%	 100.00%	  72.22%	  58.33%	  75.00%	  72.22%	  41.67%	  37.50%	  80.56%	  69.44%	  84.72%	  76.39%	  76.39%	
    f1   0.2667	  0.2599	  0.2303	  0.2700	  0.1914	  0.3455	  0.3684	  0.2667	  0.2857	  0.2827	  0.2303	  0.2946	  0.3143	  0.2138	  1.0000	  0.2564	  0.2827	  0.4965	  0.2764	  0.3003	  0.3077	  0.2732	  0.1614	  0.2493	  1.0000	  0.2764	  0.3058	  0.2732	  0.2633	  0.2633	  0.2700	  0.2946	  0.3003	  0.3003	  0.3030	  0.3030	  0.2700	  0.2419	  0.2456	  0.2263	  0.2764	  0.2764	  0.2633	  0.2827	  0.2917	  0.2667	  0.2381	  0.2887	  0.2700	  0.2493	  0.2827	  0.3003	  0.2974	  0.2700	  0.2222	  0.2342	  0.2263	  0.3793	  0.3333	  0.2667	  0.1449	  0.2599	  0.2263	  0.2006	  0.2667	  0.2181	  0.2941	  0.2419	  0.2500	  0.1273	  0.1505	  0.1718	  0.2564	  0.2887	  0.2857	  0.3030	  0.3030	  0.2633	  0.2564	  0.2796	  0.2381	  0.4194	  0.2006	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.2222	  0.2887	  0.3739	  0.2974	  0.3030	  0.1667	  0.2887	  0.2564	  0.3030	  0.2303	  0.2088	  0.2946	  0.2051	  0.2303	  0.3514	  0.4194	  0.2342	  0.2419	  0.2599	  0.1961	  0.2419	  0.2181	  0.2974	  0.2946	  0.2917	  0.2764	  0.2419	  0.4930	  0.4930	  0.4894	  0.4545	  0.2727	  0.3739	  1.0000	  0.4894	  0.2764	  0.2493	  0.2051	  1.0000	  1.0000	  0.4965	  1.0000	  0.4627	  0.4504	  0.3950	  0.3137	  0.3003	  0.3238	  0.3286	  1.0000	  0.3085	  0.3846	  0.2700	  0.2796	  0.2946	  0.2946	  0.3003	  0.2946	  0.2419	  0.3003	  0.2974	  0.3137	  0.3030	  0.2456	  0.2732	  0.2667	  0.2796	  0.2181	  0.2181	  0.3793	  0.3030	  0.2263	  0.2181	  0.1961	  0.1718	  0.2095	  0.2653	  0.2857	  0.4098	  1.0000	  0.2342	  0.2342	  0.2456	  0.2419	  0.2419	  0.1818	  0.4240	  0.2974	  0.3143	  0.2732	  0.2633	  0.0351	  0.3058	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.2917	  0.2667	  0.2827	  0.2917	  1.0000	  0.4783	  0.3628	  0.3684	  0.3143	  0.3793	  0.0741	  0.2564	  0.2342	  0.2456	  0.2827	  0.4286	  0.3137	  0.3950	  0.2303	  0.2732	  0.2599	  0.2564	  0.1505	  0.1273	  0.2764	  0.1333	  0.1449	  0.2796	  0.2633	  0.2493	  0.2342	  0.2700	  0.3188	  0.2222	  0.1961	  0.4783	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2342	  0.2764	  0.2493	  0.2700	  0.4504	  0.2456	  0.1914	  0.4462	  0.4240	  0.2599	  0.4545	  0.2732	  0.3085	  0.3058	  0.3085	  0.2700	  0.2381	  0.2946	  0.2700	  0.4419	  0.2917	  0.2667	  0.2917	  0.2827	  0.2732	  0.1914	  0.2827	  0.4783	  0.2946	  0.3030	  0.4930	  1.0000	  0.2946	  0.2599	  0.1505	  0.1149	  0.1914	  0.2006	  0.2138	  0.2138	  0.2381	  0.2419	  1.0000	  0.2827	  0.1449	  0.1085	  0.2051	  0.3058	  0.2222	  0.3058	  0.2633	  0.1867	  0.1769	  0.2006	  0.2764	  0.2946	  0.1392	  0.2599	  0.2493	  0.4667	  0.2887	  0.1212	  0.2529	  0.2342	  0.2419	  0.2599	  0.1914	  0.2946	  0.2667	  0.2564	  0.1020	  0.2796	  0.2633	  0.2529	  0.2564	  0.2529	  0.3030	  0.2381	  0.2764	  0.2381	  0.2974	  0.2917	  0.2381	  0.2529	  0.2564	  0.2564	  0.2732	  0.2419	  0.2095	  0.2917	  0.3213	  0.2857	  0.2827	  0.3030	  0.3188	  0.3137	  0.3163	  0.2796	  0.4146	  0.2887	  0.2796	  0.2667	  0.2796	  0.2732	  0.1212	  0.3571	  0.2732	  0.2633	  0.2667	  0.3455	  0.1020	  0.2006	  0.2456	  0.2700	  0.0667	  0.0513	  0.2871	  0.2700	  0.2764	  0.1449	  0.3010	  0.3514	  0.2764	  0.2764	  0.1961	  0.1149	  0.2381	  0.2222	  0.3628	  1.0000	  0.4706	  1.0000	  1.0000	  0.1914	  0.2181	  0.2342	  0.2529	  0.2138	  0.3950	  0.4286	  0.4545	  0.2222	  0.1961	  0.2303	  1.0000	  0.3030	  0.2138	  0.1392	  0.2732	  0.3262	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2006	  0.2827	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.4545	  0.4286	  0.2419	  0.2764	  0.2303	  0.3394	  0.2263	  0.2381	  0.2419	  0.2700	  0.2006	  0.2887	  0.4586	  0.4820	  0.1718	  0.2633	  0.2564	  0.3003	  0.2456	  0.2529	  0.2700	  0.2857	  0.2764	  0.2974	  0.3077	  0.2800	  0.1667	  0.3058	  0.2381	  0.2700	  0.2633	  0.2051	  0.2006	  0.2974	  0.3085	  0.2796	  0.2051	  0.2138	  0.2303	  0.2827	  0.1449	  0.2857	  0.2529	  0.3058	  0.2917	  0.0591	  0.0741	  0.2419	  0.2667	  0.3846	  0.2599	  0.2796	  0.2917	  0.1818	  0.1914	  0.2564	  0.2633	  0.2006	  0.1914	  0.2887	  0.3137	  0.1667	  0.2946	  0.2796	  0.2857	  0.2564	  0.2700	  0.3030	  0.2095	  0.3058	  0.2946	  0.3394	  0.2887	  0.1614	  0.3111	  0.3085	  0.1505	  0.1392	  0.2667	  0.2564	  0.2700	  0.2138	  1.0000	  0.4930	  0.2493	  0.2796	  0.3003	  0.3030	  0.4706	  0.4667	  0.4667	  0.2764	  0.0267	  0.4857	  0.2419	  0.0267	  0.2419	  0.3003	  0.4857	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.3950	  1.0000	  0.2917	  0.3058	  0.2700	  0.0667	  0.2974	  0.2917	  0.2917	  0.2946	  0.2887	  0.2827	  0.3058	  0.2342	  0.4745	  0.2667	  0.4331	  0.4667	  0.2974	  0.2827	  0.2764	  0.2700	  0.2263	  0.4820	  0.3030	  0.2857	  0.2827	  0.2917	  0.4667	  0.3085	  0.4965	  0.3238	  0.4930	  0.2796	  0.2827	  0.1449	  0.1085	  0.2732	  0.2796	  0.2917	  0.3085	  0.2764	  0.2732	  0.2974	  0.2456	  0.2181	  0.3188	  0.3003	  0.3003	  0.2887	  0.2419	  0.2138	  0.3213	  0.1667	  0.1769	  0.2381	  0.2529	  0.2827	  0.4820	  0.2700	  0.2564	  0.2564	  0.2529	  0.3793	  0.3058	  0.2303	  0.2006	  0.3085	  1.0000	  0.4706	  0.2006	  0.2764	  0.3188	  0.2493	  0.2181	  0.4504	  0.4146	  0.2974	  0.2529	  0.2946	  0.2917	  0.2857	  0.1914	  0.2006	  0.2564	  0.2095	  0.1867	  0.2381	  0.2181	  0.1505	  0.1273	  0.1818	  0.1769	  0.1914	  0.2796	  0.3213	  0.3111	  0.4504	  0.4462	  0.4331	  0.1614	  0.4462	  0.2827	  0.2667	  0.3739	  0.2887	  0.4820	  0.1212	  0.2857	  0.2917	  0.4194	  0.2857	  0.2700	  0.2700	  0.3003	  0.2917	  0.2857	  0.2887	  0.2827	  0.2887	  0.1614	  0.2796	  0.3950	  0.3898	  0.3003	  0.2181	  0.2006	  0.3058	  0.2946	  0.2857	  0.2700	  1.0000	  0.2917	  0.2974	  0.2974	  0.2419	  0.1614	  0.1718	  0.2303	  0.3137	  0.3085	  0.3085	  0.3085	  0.2796	  0.2456	  0.2181	  0.4504	  0.3846	  0.4098	  0.2700	  0.3058	  0.2827	  0.3003	  0.2917	  0.4930	  0.2764	  0.2667	  0.2599	  0.2796	  0.2599	  0.2827	  0.2974	  0.2732	  0.2857	  0.2857	  0.2263	  0.1961	  0.1769	  0.3058	  0.2796	  0.2529	  0.2564	  0.2303	  0.2138	  0.2667	  0.2732	  0.2887	  0.2633	  0.2456	  0.2667	  0.2796	  0.2493	  0.2667	  0.3058	  0.3793	  0.2263	  0.2974	  0.2599	  0.0813	  0.2381	  0.2857	  0.1149	  0.0180	  0.1149	  0.2796	  0.2222	  0.2700	  0.2138	  0.4930	  0.4894	  0.4462	  0.4965	  0.3262	  0.3030	  0.2827	  0.3514	  0.0741	  0.2700	  0.1273	  0.1867	  0.2051	  0.1961	  0.2599	  0.2887	  0.3188	  0.2599	  0.2667	  0.2764	  0.1085	  0.3085	  0.2493	  0.2529	  0.2667	  0.2095	  0.2006	  0.1667	  0.1614	  0.1718	  0.2006	  0.2138	  0.2796	  0.2700	  1.0000	  0.2857	  0.4586	  0.4894	  0.2342	  0.0591	  0.1273	  0.2974	  0.4098	  0.3208	  0.2303	  0.3030	  0.3111	  0.3030	  0.2222	  0.2946	  0.3058	  0.2456	  0.2917	  0.2564	  0.2138	  0.2564	  0.2381	  0.2564	  0.1803	  0.2095	  0.1914	  1.0000	  1.0000	  1.0000	  0.4504	  0.2917	  0.3514	  0.2667	  0.2381	  0.4375	  0.4419	  0.4419	  0.4375	  0.4667	  0.3213	  0.3085	  0.2917	  0.2887	  0.3188	  0.3030	  0.2946	  0.4820	  0.4745	  0.2263	  0.2222	  0.1560	  0.2700	  0.2633	  0.2456	  0.2700	  0.2342	  0.2181	  0.2419	  0.1769	  0.2051	  0.2138	  0.2051	  0.2051	  0.2342	  0.2564	  0.2342	  0.2303	  0.2887	  0.2887	  0.2564	  0.2263	  0.1769	  0.1333	  0.2529	  0.2857	  0.2946	  0.3058	  0.2493	  0.2796	  0.3628	  0.3137	  0.2917	  0.4240	  0.2006	  0.2667	  0.2529	  0.2564	  0.0433	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.4462	  0.1910	  0.2887	  0.2138	  0.0351	  0.2764	  0.2941	  0.3111	  1.0000	  0.2764	  0.3111	  0.2381	  0.2342	  0.2006	  0.2181	  0.3030	  0.2796	  0.2342	  0.2419	  0.2667	  0.2303	  0.2857	  0.2857	  0.2887	  0.2456	  0.2633	  0.2700	  0.2827	  0.2974	  1.0000	  0.2342	  0.1333	  0.1449	  0.2946	  0.3030	  0.3188	  0.4331	  0.2887	  0.2095	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  0.3003	  1.0000	  0.4965	  1.0000	  0.4857	  0.3333	  0.1914	  0.3571	  0.3514	  0.2917	  0.3058	  0.2732	  0.2303	  0.2263	  0.1867	  0.2006	  0.2700	  0.1867	  0.3010	  0.2493	  0.2051	  0.1333	  0.2088	  0.2827	  0.2974	  0.3286	  1.0000	  0.3003	  0.2917	  0.2138	  0.2857	  0.2493	  0.3898	  0.3030	  0.2974	  0.4375	  0.4820	  0.0884	  0.1000	  0.2564	  0.2633	  0.2974	  0.1085	  0.2564	  0.2917	  0.2529	  0.2764	  0.2700	  0.2796	  0.2857	  0.2633	  0.2796	  0.2700	  0.1718	  0.2700	  0.3739	  0.2700	  0.2857	  0.2456	  0.2667	  0.2857	  0.3003	  0.2700	  0.4000	  0.4146	  0.3085	  0.1914	  0.2564	  0.3003	  0.4745	  0.4745	  1.0000	  0.3085	  1.0000	  0.4783	  1.0000	  1.0000	  1.0000	  0.2342	  1.0000	  0.2917	  0.3898	  0.3333	  0.2764	  0.2419	  0.2529	  0.2222	  0.2138	  0.1667	  0.3333	  0.2095	  0.2381	  0.2529	  0.3058	  0.2599	  0.4504	  0.4965	  0.4627	  0.1867	  0.3143	  0.2342	  0.4331	  1.0000	  0.2946	  0.2667	  0.2917	  0.2974	  0.2633	  0.2827	  0.3394	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.2827	  0.2796	  0.4706	  0.4820	  1.0000	  1.0000	  0.2493	  0.4462	  0.3111	  0.3058	  1.0000	  0.2827	  0.4706	  0.4050	  0.2857	  0.1914	  0.2138	  0.1818	  0.2946	  0.2493	  0.2974	  0.2796	  0.2263	  0.3137	  1.0000	  0.4745	  0.4894	  0.2917	  0.2633	  0.1867	  0.2263	  0.2419	  0.4894	  0.4930	  0.4857	  0.2006	  0.2700	  0.2095	  0.0952	  0.2181	  0.2887	  0.3793	  0.1614	  0.4419	  0.2887	  0.4419	  0.3003	  0.2381	  0.2419	  0.2827	  0.2796	  1.0000	  0.2887	  0.2342	  0.2263	  0.1914	  0.1961	  0.1020	  0.1818	  0.1505	  0.1614	  0.1818	  0.2796	  0.2095	  0.1333	  0.2827	  0.3111	  0.2222	  0.2529	  0.2529	  0.2529	  0.2974	  0.2667	  0.2138	  0.2887	  0.2887	  0.2827	  1.0000	  1.0000	  1.0000	  0.2421	  0.2633	  0.2564	  0.2222	  0.1769	  0.2342	  0.2917	  0.2887	  0.4462	  0.2764	  0.4286	  0.2887	  0.2599	  0.3030	  0.3188	  0.2381	  0.3238	  1.0000	  0.2599	  0.2342	  0.2633	  0.3137	  0.2732	  0.2419	  0.2222	  0.3085	  0.3188	  0.3085	  0.2564	  0.2303	  0.2456	  0.2529	  0.2006	  0.2419	  0.2633	  0.3058	  0.2887	  0.2796	  0.2633	  0.3058	  0.2946	  0.2917	  0.2564	  0.1449	  0.1505	  0.4194	  1.0000	  0.2700	  0.2700	  0.2857	  0.2599	  0.1718	  0.2917	  0.3058	  0.2946	  0.2342	  0.2764	  0.2700	  0.2917	  1.0000	  0.4783	  0.3238	  0.3030	  0.3058	  0.3030	  0.4331	  0.2599	  0.3077	  0.2764	  0.2529	  0.1914	  0.1333	  0.3058	  0.2095	  0.2381	  0.2138	  0.3111	  0.2796	  0.2529	  0.2529	  0.2493	  0.2946	  0.2917	  0.2529	  0.2917	  0.2764	  0.2732	  0.2857	  0.3163	  0.3030	  0.2857	  0.2827	  0.3058	  0.3085	  0.3085	  0.2827	  0.4745	  0.2796	  0.2342	  0.2887	  0.2493	  0.2700	  0.3003	  0.2599	  0.2599	  0.2796	  0.2599	  0.2419	  0.2827	  0.4504	  0.2857	  0.1085	  0.2796	  0.1769	  0.2456	  0.0667	  0.2419	  0.2700	  0.2456	  0.0741	  0.2051	  0.1149	  0.3003	  0.2764	  0.2419	  0.2887	  0.2946	  0.2887	  0.4667	  0.3163	  0.4627	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  1.0000	  1.0000	  0.4667	  0.2732	  1.0000	  0.2732	  0.2303	  0.2633	  0.2564	  0.2887	  0.2974	  0.2381	  0.2633	  0.1867	  0.4098	  0.2006	  0.2381	  0.2095	  0.2381	  0.2857	  0.0813	  0.2633	  0.0267	  0.0591	  0.0433	  0.0433	  0.2796	  0.0667	  0.2796	  0.3030	  0.3163	  0.3950	  0.4545	  0.4419	  0.3188	  0.2222	  0.2796	  0.3077	  0.2222	  0.3455	  0.3030	  0.3058	  0.4627	  0.2917	  0.1667	  0.3111	  0.2493	  1.0000	  0.4745	  0.3058	  1.0000	  0.2887	  0.4419	  0.2700	  0.3394	  0.2764	  0.3846	  0.4820	  0.4930	  0.2827	  0.2796	  0.3111	  0.3950	  0.3739	  0.1667	  0.1818	  0.1718	  0.2419	  0.2222	  0.2095	  0.2381	  0.2633	  0.2381	  0.2263	  0.2381	  0.1718	  0.3111	  0.2006	  0.1392	  0.2303	  0.2006	  0.2796	  0.2946	  0.2857	  0.2599	  0.2599	  0.2599	  0.1560	  0.2006	  0.2764	  0.3143	  0.2732	  0.3143	  0.3085	  0.4146	  0.4098	  0.2946	  0.3111	  0.4146	  0.2946	  0.2887	  0.1914	  0.2827	  0.2946	  0.2946	  0.2974	  0.4331	  0.2857	  0.2917	  0.3058	  0.4331	  0.3455	  0.2732	  0.2700	  0.3030	  0.2857	  0.1020	  0.0952	  0.3085	  0.2946	  0.2700	  0.3085	  0.2917	  0.2599	  0.1149	  1.0000	  0.4745	  1.0000	  0.4783	  0.2917	  0.4745	  0.4820	  0.2667	  0.2667	  0.2051	  0.1718	  0.2095	  1.0000	  1.0000	  1.0000	  0.4050	  0.2051	  0.2974	  0.2667	  0.1914	  0.1867	  0.4286	  0.1914	  0.2732	  0.2342	  0.2857	  0.0000	  0.2764	  0.3143	  0.3793	  0.3271	  0.0433	  0.2887	  0.2006	  0.4745	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.2456	  0.2946	  0.2946	  0.2887	  0.2564	  0.2857	  0.2917	  0.2667	  0.2732	  0.2633	  0.2827	  0.3137	  0.2667	  0.3950	  0.3898	  0.2381	  0.2381	  0.1505	  0.2381	  0.3085	  0.2827	  0.2599	  0.4894	  0.1667	  0.1449	  0.2051	  0.1212	  0.1867	  0.3137	  0.3085	  0.2493	  0.4331	  0.3739	  0.2796	  0.2138	  0.4050	  0.0000	  0.0351	  0.2263	  0.4286	  0.4627	  0.4504	  0.1149	  0.2493	  0.3085	  0.4894	  1.0000	  0.4930	  0.3030	  0.2564	  0.2667	  0.2599	  0.4820	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.0180	  0.4545	  0.2827	  0.2342	  0.2263	  0.2493	  0.2381	  0.2303	  0.2887	  0.4894	  1.0000	  0.3163	  0.1392	  0.1085	  0.3030	  0.3950	  0.1914	  0.1961	  0.1149	  0.1273	  0.1961	  0.2887	  0.2419	  0.2796	  0.2181	  0.2138	  0.2493	  0.2732	  0.4930	  1.0000	  1.0000	  0.2796	  0.4745	  0.4286	  0.2633	  0.4930	  0.2599	  0.2342	  0.2917	  0.1818	  0.3003	  0.2887	  0.3111	  0.2599	  0.2181	  0.2974	  0.2827	  0.2051	  0.2222	  0.2529	  0.2599	  0.2342	  0.2222	  0.2764	  0.2051	  0.2633	  0.2419	  0.3030	  0.4706	  0.2796	  0.4462	  0.2381	  0.2138	  0.2095	  0.1614	  0.2095	  0.1560	  0.3030	  0.4820	  1.0000	  0.2796	  0.2051	  0.2051	  0.2857	  0.2222	  0.2493	  1.0000	  0.2796	  0.2456	  0.2857	  0.2796	  0.1961	  0.1818	  0.2974	  0.4098	  0.3058	  0.2887	  0.2887	

------
prediction result:
confusion matrix:
[[0.01835645 0.14844782 0.00105497]
 [0.02908961 0.64240239 0.0060546 ]
 [0.01365037 0.13814582 0.00279796]]
f1 on test:    0.3313665166239483
f1 on test:    0.6635568031704095 (micro)
f1 on KB:      0.33620529134628585
integrated f1: 0.3341248977130079, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 2001. 16182.   115.]
 [ 3171. 70027.   660.]
 [ 1488. 15059.   305.]]
f1 on test:    0.36136947115266577
f1 on test:    0.6729597827682372 (micro)
f1 on KB:      0.5244559333418418
integrated f1: 0.45520615578764145, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



ABL loop 1
--------------------
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776	     777	     778	     779	     780	     781	     782	     783	     784	     785	     786	     787	     788	     789	     790	     791	     792	     793	     794	     795	     796	     797	     798	     799	     800	     801	     802	     803	     804	     805	     806	     807	     808	     809	     810	     811	     812	     813	     814	     815	     816	     817	     818	     819	     820	     821	     822	     823	     824	     825	     826	     827	     828	     829	     830	     831	     832	     833	     834	     835	     836	     837	     838	     839	     840	     841	     842	     843	     844	     845	     846	     847	     848	     849	     850	     851	     852	     853	     854	     855	     856	     857	     858	     859	     860	     861	     862	     863	     864	     865	     866	     867	     868	     869	     870	     871	     872	     873	     874	     875	     876	     877	     878	     879	     880	     881	     882	     883	     884	     885	     886	     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998	     999	    1000	    1001	    1002	    1003	    1004	    1005	    1006	    1007	    1008	    1009	    1010	    1011	    1012	    1013	    1014	    1015	    1016	    1017	    1018	    1019	    1020	    1021	    1022	    1023	    1024	    1025	    1026	    1027	    1028	    1029	    1030	    1031	    1032	    1033	    1034	    1035	    1036	    1037	    1038	    1039	    1040	    1041	    1042	    1043	    1044	    1045	    1046	    1047	    1048	    1049	    1050	    1051	    1052	    1053	    1054	    1055	    1056	    1057	    1058	    1059	    1060	    1061	    1062	    1063	    1064	    1065	    1066	    1067	    1068	    1069	    1070	    1071	    1072	    1073	    1074	    1075	    1076	    1077	    1078	    1079	    1080	    1081	    1082	    1083	    1084	    1085	    1086	    1087	    1088	    1089	    1090	    1091	    1092	    1093	    1094	    1095	    1096	    1097	    1098	    1099	    1100	    1101	    1102	    1103	    1104	    1105	    1106	    1107	    1108	    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   acc   66.67%	  63.89%	  52.78%	  68.06%	  40.28%	  52.78%	  58.33%	  66.67%	  75.00%	  73.61%	  52.78%	  79.17%	   0.00%	   4.17%	 100.00%	  62.50%	  73.61%	  98.61%	  70.83%	  81.94%	  44.44%	  69.44%	  31.94%	  59.72%	 100.00%	  70.83%	  84.72%	  69.44%	  65.28%	  65.28%	  68.06%	  79.17%	  81.94%	  81.94%	  83.33%	  83.33%	  68.06%	  56.94%	  58.33%	  51.39%	  70.83%	  70.83%	  65.28%	  73.61%	  77.78%	  66.67%	  55.56%	  76.39%	  68.06%	  59.72%	  73.61%	  81.94%	  80.56%	  19.44%	  50.00%	  34.72%	  51.39%	  61.11%	  50.00%	  66.67%	  27.78%	  63.89%	  51.39%	  43.06%	  66.67%	  48.61%	  41.67%	  56.94%	  33.33%	  23.61%	  29.17%	  34.72%	  62.50%	  76.39%	  75.00%	  83.33%	  83.33%	  65.28%	  62.50%	  72.22%	  55.56%	  72.22%	  43.06%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  50.00%	  76.39%	  59.72%	  80.56%	  83.33%	  33.33%	  76.39%	  62.50%	  83.33%	  52.78%	  26.39%	  79.17%	  44.44%	  52.78%	  54.17%	  72.22%	  54.17%	  56.94%	  63.89%	  48.61%	  56.94%	  48.61%	  80.56%	  79.17%	  77.78%	  70.83%	  56.94%	  97.22%	  97.22%	  95.83%	  83.33%	  37.50%	  59.72%	 100.00%	  95.83%	  27.78%	  59.72%	  44.44%	 100.00%	 100.00%	  98.61%	 100.00%	  86.11%	  81.94%	  65.28%	  88.89%	  81.94%	  94.44%	  97.22%	 100.00%	  86.11%	  62.50%	  68.06%	  72.22%	  79.17%	  79.17%	  81.94%	  79.17%	  15.28%	  81.94%	  80.56%	  88.89%	  83.33%	  58.33%	  69.44%	  66.67%	  72.22%	  48.61%	  48.61%	  61.11%	  83.33%	  51.39%	  19.44%	   2.78%	   5.56%	   5.56%	  36.11%	  75.00%	  69.44%	 100.00%	  54.17%	  54.17%	  23.61%	  27.78%	   2.78%	  37.50%	  73.61%	  80.56%	  45.83%	  69.44%	  65.28%	  37.50%	  84.72%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	  77.78%	  66.67%	  73.61%	  77.78%	 100.00%	  91.67%	  56.94%	  58.33%	  45.83%	  61.11%	  12.50%	  62.50%	  54.17%	  58.33%	  73.61%	  75.00%	  88.89%	  65.28%	  52.78%	  69.44%	   8.33%	   8.33%	  29.17%	  23.61%	  70.83%	  25.00%	  27.78%	  72.22%	  65.28%	  59.72%	  54.17%	  68.06%	  91.67%	  50.00%	  41.67%	  91.67%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  54.17%	  70.83%	  59.72%	  68.06%	  81.94%	  58.33%	  40.28%	  80.56%	  73.61%	  63.89%	  83.33%	  69.44%	   8.33%	   9.72%	   4.17%	  29.17%	  55.56%	  79.17%	  68.06%	  79.17%	  77.78%	  66.67%	  77.78%	  73.61%	  69.44%	  40.28%	  73.61%	  91.67%	  79.17%	  83.33%	  97.22%	 100.00%	  79.17%	  31.94%	  29.17%	  20.83%	  44.44%	  31.94%	  29.17%	  34.72%	  55.56%	  26.39%	 100.00%	  73.61%	  27.78%	  19.44%	  44.44%	  84.72%	  50.00%	  84.72%	  65.28%	  38.89%	  36.11%	  43.06%	  70.83%	  79.17%	  27.78%	  63.89%	  59.72%	  87.50%	  76.39%	  22.22%	  61.11%	  54.17%	  56.94%	  63.89%	  40.28%	  79.17%	  66.67%	  62.50%	  18.06%	  72.22%	  65.28%	  61.11%	  62.50%	  26.39%	  83.33%	  55.56%	  70.83%	  55.56%	  80.56%	  77.78%	  55.56%	  61.11%	  62.50%	  62.50%	  69.44%	  56.94%	  45.83%	  77.78%	  93.06%	  75.00%	  73.61%	  83.33%	  91.67%	  88.89%	  90.28%	  72.22%	  70.83%	  76.39%	  72.22%	  66.67%	  72.22%	  69.44%	  22.22%	  55.56%	  69.44%	  65.28%	  66.67%	   0.00%	  18.06%	  43.06%	  58.33%	  68.06%	  52.78%	  55.56%	  40.28%	  68.06%	  70.83%	  27.78%	   0.00%	  54.17%	  70.83%	  70.83%	  26.39%	  41.67%	  55.56%	  50.00%	  56.94%	 100.00%	  88.89%	 100.00%	 100.00%	  40.28%	  48.61%	  34.72%	  61.11%	  47.22%	  34.72%	  25.00%	  83.33%	  50.00%	  41.67%	  52.78%	 100.00%	  83.33%	  47.22%	  26.39%	  69.44%	  95.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  48.61%	  73.61%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	  83.33%	  75.00%	  56.94%	  70.83%	  52.78%	  51.39%	  51.39%	  55.56%	  56.94%	  68.06%	  43.06%	  76.39%	  84.72%	  93.06%	  34.72%	  65.28%	  62.50%	  81.94%	  58.33%	  61.11%	  68.06%	  75.00%	  70.83%	  80.56%	  44.44%	  38.89%	  33.33%	  84.72%	  55.56%	  68.06%	  65.28%	  48.61%	  43.06%	  80.56%	  86.11%	  72.22%	  44.44%	  47.22%	  52.78%	  73.61%	  13.89%	  75.00%	  61.11%	  84.72%	  77.78%	   9.72%	  44.44%	  56.94%	  66.67%	  62.50%	  63.89%	  72.22%	  77.78%	  51.39%	  44.44%	  62.50%	  65.28%	  43.06%	  54.17%	  76.39%	  88.89%	  33.33%	  79.17%	  72.22%	  75.00%	  62.50%	  68.06%	  83.33%	  48.61%	  84.72%	  79.17%	  51.39%	  76.39%	  31.94%	  87.50%	  86.11%	  29.17%	  26.39%	  66.67%	  62.50%	  68.06%	  27.78%	 100.00%	  97.22%	  59.72%	  72.22%	  81.94%	  83.33%	  88.89%	  87.50%	  87.50%	  70.83%	   4.17%	  94.44%	  56.94%	   4.17%	  56.94%	  81.94%	  94.44%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  65.28%	 100.00%	  77.78%	  84.72%	  68.06%	  11.11%	  80.56%	  77.78%	  77.78%	  79.17%	  76.39%	  73.61%	  84.72%	  54.17%	  90.28%	  66.67%	  76.39%	  87.50%	  80.56%	  73.61%	  70.83%	  68.06%	  41.67%	  93.06%	  83.33%	  75.00%	  73.61%	  77.78%	  87.50%	  86.11%	   0.00%	  94.44%	  97.22%	  72.22%	  73.61%	  27.78%	  18.06%	  69.44%	  72.22%	  77.78%	  86.11%	  70.83%	  69.44%	  80.56%	  58.33%	  48.61%	  91.67%	  81.94%	  81.94%	  76.39%	  56.94%	  47.22%	  93.06%	  50.00%	  54.17%	  55.56%	  61.11%	  73.61%	  93.06%	  68.06%	  62.50%	  62.50%	  30.56%	  61.11%	  84.72%	  23.61%	  41.67%	  86.11%	 100.00%	  88.89%	  43.06%	   9.72%	  91.67%	  59.72%	  13.89%	  81.94%	  70.83%	  80.56%	  61.11%	  79.17%	  77.78%	  75.00%	  40.28%	  43.06%	  62.50%	  45.83%	  38.89%	  55.56%	   8.33%	  16.67%	  12.50%	  13.89%	  18.06%	  12.50%	  72.22%	  93.06%	  87.50%	  81.94%	  80.56%	  76.39%	  31.94%	  80.56%	  73.61%	  66.67%	  59.72%	  76.39%	  93.06%	  22.22%	  75.00%	  77.78%	  72.22%	  75.00%	  68.06%	  68.06%	  81.94%	  77.78%	  75.00%	  76.39%	  73.61%	  76.39%	  31.94%	  72.22%	  65.28%	  63.89%	  81.94%	  48.61%	  44.44%	  84.72%	  79.17%	  75.00%	  68.06%	 100.00%	  77.78%	  80.56%	  80.56%	  56.94%	  55.56%	  51.39%	  31.94%	  88.89%	  86.11%	  86.11%	  86.11%	  72.22%	  58.33%	  38.89%	  81.94%	  62.50%	  69.44%	  68.06%	  84.72%	  73.61%	  81.94%	  77.78%	  97.22%	  70.83%	  66.67%	  63.89%	  72.22%	  29.17%	  73.61%	  80.56%	  69.44%	  75.00%	  75.00%	  43.06%	  41.67%	  36.11%	  84.72%	  72.22%	  61.11%	  62.50%	  52.78%	  47.22%	  66.67%	  69.44%	  76.39%	  65.28%	  58.33%	  66.67%	  72.22%	  59.72%	  66.67%	  84.72%	  61.11%	  51.39%	  80.56%	  63.89%	  13.89%	  55.56%	  75.00%	  20.83%	   2.78%	  20.83%	  72.22%	  50.00%	  68.06%	  47.22%	  97.22%	  95.83%	  80.56%	  98.61%	  95.83%	  83.33%	  73.61%	  54.17%	  51.39%	  68.06%	  23.61%	  47.22%	  44.44%	  45.83%	  63.89%	  76.39%	  91.67%	  63.89%	  66.67%	  70.83%	  19.44%	  86.11%	  59.72%	  61.11%	  66.67%	  40.28%	  48.61%	  33.33%	  31.94%	  13.89%	  43.06%	  47.22%	  72.22%	  68.06%	 100.00%	  75.00%	  84.72%	  95.83%	  54.17%	   9.72%	  23.61%	  80.56%	  69.44%	  47.22%	  52.78%	  83.33%	  87.50%	  83.33%	  50.00%	  79.17%	  84.72%	  58.33%	  77.78%	  62.50%	  33.33%	  62.50%	  55.56%	  62.50%	  47.22%	  12.50%	  52.78%	 100.00%	 100.00%	 100.00%	  81.94%	  77.78%	  54.17%	  66.67%	  55.56%	  22.22%	  20.83%	  20.83%	  22.22%	  87.50%	  93.06%	  86.11%	  77.78%	  76.39%	  91.67%	  83.33%	  79.17%	  93.06%	  90.28%	  51.39%	  50.00%	  30.56%	  68.06%	  65.28%	  58.33%	  68.06%	  38.89%	  45.83%	  56.94%	  36.11%	  47.22%	  47.22%	  43.06%	  44.44%	  37.50%	  62.50%	  54.17%	  52.78%	  76.39%	  76.39%	  62.50%	  51.39%	  25.00%	  25.00%	  61.11%	  75.00%	  79.17%	  84.72%	  59.72%	  72.22%	  56.94%	  88.89%	  77.78%	  73.61%	  44.44%	  66.67%	  61.11%	  62.50%	   6.94%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  80.56%	  23.61%	  76.39%	  47.22%	   5.56%	  70.83%	  41.67%	  87.50%	 100.00%	  70.83%	  87.50%	  26.39%	  54.17%	  43.06%	  48.61%	  83.33%	  72.22%	  54.17%	  56.94%	  66.67%	  52.78%	  75.00%	  75.00%	  76.39%	  58.33%	  65.28%	  68.06%	  73.61%	  80.56%	 100.00%	  54.17%	  25.00%	  27.78%	  79.17%	  83.33%	  91.67%	  76.39%	  76.39%	  45.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	  81.94%	 100.00%	  98.61%	 100.00%	  94.44%	  50.00%	  40.28%	  55.56%	  54.17%	  77.78%	  84.72%	  69.44%	  52.78%	  51.39%	  38.89%	  43.06%	  68.06%	  38.89%	  43.06%	  59.72%	  44.44%	  16.67%	  26.39%	  73.61%	  80.56%	  97.22%	 100.00%	  81.94%	  77.78%	  47.22%	  75.00%	  59.72%	  63.89%	  83.33%	  80.56%	  77.78%	  93.06%	  66.67%	  11.11%	  62.50%	  65.28%	  80.56%	  19.44%	  62.50%	  77.78%	  61.11%	  70.83%	  68.06%	  72.22%	  75.00%	  65.28%	  72.22%	  68.06%	  34.72%	  68.06%	  59.72%	  68.06%	  75.00%	  36.11%	  66.67%	  75.00%	  81.94%	  68.06%	  66.67%	  70.83%	  86.11%	  40.28%	  62.50%	  81.94%	  90.28%	  90.28%	 100.00%	  86.11%	 100.00%	  91.67%	 100.00%	 100.00%	 100.00%	  54.17%	 100.00%	  77.78%	  63.89%	  50.00%	  70.83%	  20.83%	  61.11%	  50.00%	  22.22%	  22.22%	  50.00%	  45.83%	  55.56%	  61.11%	  84.72%	  63.89%	  81.94%	  98.61%	  86.11%	   1.39%	  45.83%	  54.17%	  76.39%	 100.00%	  79.17%	  66.67%	  77.78%	  80.56%	  65.28%	  73.61%	  51.39%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  73.61%	  72.22%	  88.89%	  93.06%	 100.00%	 100.00%	  59.72%	  80.56%	  87.50%	  84.72%	 100.00%	  73.61%	  88.89%	  68.06%	  75.00%	  23.61%	  31.94%	  23.61%	  79.17%	  59.72%	  80.56%	  72.22%	   4.17%	  88.89%	 100.00%	  90.28%	  95.83%	  77.78%	  65.28%	  34.72%	  51.39%	  56.94%	  95.83%	  97.22%	  94.44%	  43.06%	  68.06%	  45.83%	  16.67%	  23.61%	  76.39%	  61.11%	  54.17%	  79.17%	  76.39%	  79.17%	  81.94%	  36.11%	  31.94%	  22.22%	  26.39%	 100.00%	  76.39%	  54.17%	  51.39%	  40.28%	  41.67%	  18.06%	  37.50%	  29.17%	  31.94%	  13.89%	  72.22%	  45.83%	  25.00%	  73.61%	  87.50%	  50.00%	  61.11%	  61.11%	  12.50%	  80.56%	  66.67%	  47.22%	  76.39%	  76.39%	  73.61%	 100.00%	 100.00%	 100.00%	  31.94%	  65.28%	  62.50%	  50.00%	  37.50%	  54.17%	  77.78%	  76.39%	  80.56%	  26.39%	  25.00%	  76.39%	  63.89%	  83.33%	  91.67%	  55.56%	  94.44%	 100.00%	  63.89%	  54.17%	  65.28%	  88.89%	  69.44%	  56.94%	  50.00%	  86.11%	  91.67%	  86.11%	  62.50%	  20.83%	  58.33%	  61.11%	  38.89%	  29.17%	  65.28%	  84.72%	  76.39%	  72.22%	  65.28%	  84.72%	  79.17%	  77.78%	  62.50%	  27.78%	  29.17%	  72.22%	 100.00%	  68.06%	  68.06%	  75.00%	  63.89%	  34.72%	  77.78%	  84.72%	  79.17%	  36.11%	  70.83%	  68.06%	  11.11%	 100.00%	  91.67%	  94.44%	  83.33%	  84.72%	  83.33%	  76.39%	  63.89%	  44.44%	  70.83%	  61.11%	  34.72%	  25.00%	  84.72%	  45.83%	  30.56%	  47.22%	  87.50%	  72.22%	  29.17%	  36.11%	  59.72%	  79.17%	  77.78%	  61.11%	  77.78%	  70.83%	  69.44%	  75.00%	  90.28%	  83.33%	  75.00%	  73.61%	  84.72%	  86.11%	  86.11%	  73.61%	  90.28%	  72.22%	  54.17%	  76.39%	  59.72%	  68.06%	  81.94%	  63.89%	  63.89%	  72.22%	  63.89%	  56.94%	  73.61%	  81.94%	  75.00%	  16.67%	  72.22%	  25.00%	  58.33%	  20.83%	  56.94%	  68.06%	  58.33%	  12.50%	  45.83%	  16.67%	  81.94%	  70.83%	  56.94%	  76.39%	  79.17%	  76.39%	  87.50%	  90.28%	  86.11%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	 100.00%	 100.00%	  87.50%	  69.44%	 100.00%	  69.44%	  38.89%	  65.28%	  62.50%	  76.39%	  80.56%	  55.56%	  65.28%	  38.89%	  69.44%	  52.78%	  55.56%	  45.83%	  55.56%	  75.00%	   8.33%	  65.28%	   4.17%	   9.72%	   6.94%	   6.94%	  72.22%	  11.11%	  72.22%	  83.33%	  90.28%	  65.28%	  83.33%	  79.17%	  91.67%	  50.00%	  72.22%	  44.44%	  50.00%	  52.78%	  83.33%	  84.72%	  86.11%	  77.78%	  16.67%	   2.78%	  59.72%	 100.00%	  90.28%	  84.72%	 100.00%	  76.39%	  79.17%	  30.56%	  48.61%	  70.83%	  62.50%	  93.06%	  97.22%	   9.72%	  72.22%	  87.50%	  65.28%	   0.00%	  41.67%	  37.50%	  34.72%	  56.94%	  50.00%	  45.83%	  55.56%	  65.28%	  55.56%	  51.39%	  55.56%	  34.72%	  87.50%	  43.06%	  26.39%	  52.78%	  43.06%	  72.22%	  79.17%	  75.00%	  63.89%	  63.89%	  63.89%	  30.56%	  43.06%	  70.83%	  45.83%	  69.44%	  45.83%	  86.11%	  70.83%	  69.44%	  79.17%	  87.50%	  70.83%	  79.17%	  76.39%	  40.28%	  73.61%	  79.17%	  79.17%	  80.56%	  76.39%	  75.00%	  77.78%	  84.72%	  76.39%	  52.78%	  69.44%	  68.06%	  83.33%	  75.00%	  18.06%	  16.67%	  86.11%	  79.17%	  68.06%	  86.11%	  77.78%	  63.89%	  20.83%	 100.00%	  90.28%	 100.00%	  91.67%	  77.78%	  90.28%	  93.06%	  66.67%	  66.67%	  44.44%	  34.72%	  45.83%	 100.00%	 100.00%	 100.00%	  68.06%	   5.56%	  80.56%	  66.67%	  51.39%	  38.89%	  75.00%	  40.28%	  69.44%	  54.17%	  23.61%	   0.00%	  70.83%	  45.83%	  61.11%	  48.61%	  63.89%	  76.39%	  20.83%	  90.28%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  58.33%	  79.17%	  79.17%	  76.39%	  62.50%	  75.00%	  77.78%	  66.67%	  69.44%	  65.28%	  73.61%	  88.89%	  66.67%	  65.28%	  63.89%	  55.56%	  30.56%	  29.17%	  55.56%	  86.11%	  73.61%	  63.89%	  95.83%	  25.00%	  23.61%	  25.00%	  18.06%	  26.39%	  88.89%	  86.11%	  59.72%	  76.39%	  59.72%	  72.22%	  47.22%	  68.06%	   0.00%	   5.56%	  43.06%	  75.00%	  86.11%	  81.94%	  20.83%	  59.72%	  86.11%	  95.83%	 100.00%	  97.22%	  83.33%	  62.50%	  66.67%	  63.89%	  93.06%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	   2.78%	  83.33%	  73.61%	  36.11%	  51.39%	  59.72%	  55.56%	  52.78%	  76.39%	  95.83%	 100.00%	  90.28%	  43.06%	  54.17%	  83.33%	  65.28%	  54.17%	  41.67%	  20.83%	  23.61%	  41.67%	  76.39%	  56.94%	  72.22%	  48.61%	  47.22%	  59.72%	  69.44%	  97.22%	 100.00%	 100.00%	  72.22%	  90.28%	  75.00%	  65.28%	  97.22%	  29.17%	  54.17%	  77.78%	  37.50%	  81.94%	  76.39%	  87.50%	  63.89%	  48.61%	  80.56%	  73.61%	  44.44%	  27.78%	  19.44%	  63.89%	  54.17%	  50.00%	  70.83%	  44.44%	  65.28%	  56.94%	  83.33%	  88.89%	  72.22%	  80.56%	  55.56%	  47.22%	  45.83%	  31.94%	  45.83%	  30.56%	  83.33%	  93.06%	 100.00%	  72.22%	  44.44%	  44.44%	  75.00%	  50.00%	  59.72%	 100.00%	  72.22%	  58.33%	  75.00%	  72.22%	  13.89%	  37.50%	  80.56%	  69.44%	  84.72%	  76.39%	  76.39%	
    f1   0.2667	  0.2599	  0.2303	  0.2700	  0.1914	  0.3455	  0.3684	  0.2667	  0.2857	  0.2827	  0.2303	  0.2946	  0.0000	  0.0267	  1.0000	  0.2564	  0.2827	  0.4965	  0.2764	  0.3003	  0.3077	  0.2732	  0.1614	  0.2493	  1.0000	  0.2764	  0.3058	  0.2732	  0.2633	  0.2633	  0.2700	  0.2946	  0.3003	  0.3003	  0.3030	  0.3030	  0.2700	  0.2419	  0.2456	  0.2263	  0.2764	  0.2764	  0.2633	  0.2827	  0.2917	  0.2667	  0.2381	  0.2887	  0.2700	  0.2493	  0.2827	  0.3003	  0.2974	  0.1085	  0.2222	  0.1718	  0.2263	  0.3793	  0.3333	  0.2667	  0.1449	  0.2599	  0.2263	  0.2006	  0.2667	  0.2181	  0.2941	  0.2419	  0.2500	  0.1273	  0.1505	  0.1718	  0.2564	  0.2887	  0.2857	  0.3030	  0.3030	  0.2633	  0.2564	  0.2796	  0.2381	  0.4194	  0.2006	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.2222	  0.2887	  0.3739	  0.2974	  0.3030	  0.1667	  0.2887	  0.2564	  0.3030	  0.2303	  0.2088	  0.2946	  0.2051	  0.2303	  0.3514	  0.4194	  0.2342	  0.2419	  0.2599	  0.2181	  0.2419	  0.2181	  0.2974	  0.2946	  0.2917	  0.2764	  0.2419	  0.4930	  0.4930	  0.4894	  0.4545	  0.2727	  0.3739	  1.0000	  0.4894	  0.1449	  0.2493	  0.2051	  1.0000	  1.0000	  0.4965	  1.0000	  0.4627	  0.4504	  0.3950	  0.3137	  0.3003	  0.3238	  0.3286	  1.0000	  0.3085	  0.3846	  0.2700	  0.2796	  0.2946	  0.2946	  0.3003	  0.2946	  0.0884	  0.3003	  0.2974	  0.3137	  0.3030	  0.2456	  0.2732	  0.2667	  0.2796	  0.2181	  0.2181	  0.3793	  0.3030	  0.2263	  0.1085	  0.0180	  0.0351	  0.0351	  0.2653	  0.2857	  0.4098	  1.0000	  0.2342	  0.2342	  0.1273	  0.1449	  0.0180	  0.1818	  0.4240	  0.2974	  0.3143	  0.2732	  0.2633	  0.1818	  0.3058	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.2917	  0.2667	  0.2827	  0.2917	  1.0000	  0.4783	  0.3628	  0.3684	  0.3143	  0.3793	  0.0741	  0.2564	  0.2342	  0.2456	  0.2827	  0.4286	  0.3137	  0.3950	  0.2303	  0.2732	  0.0513	  0.0513	  0.1505	  0.1273	  0.2764	  0.1333	  0.1449	  0.2796	  0.2633	  0.2493	  0.2342	  0.2700	  0.3188	  0.2222	  0.1961	  0.4783	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2342	  0.2764	  0.2493	  0.2700	  0.4504	  0.2456	  0.1914	  0.4462	  0.4240	  0.2599	  0.4545	  0.2732	  0.0513	  0.0591	  0.0267	  0.1505	  0.2381	  0.2946	  0.2700	  0.4419	  0.2917	  0.2667	  0.2917	  0.2827	  0.2732	  0.1914	  0.2827	  0.4783	  0.2946	  0.3030	  0.4930	  1.0000	  0.2946	  0.1614	  0.1505	  0.1149	  0.2051	  0.1614	  0.1505	  0.1718	  0.2381	  0.1392	  1.0000	  0.2827	  0.1449	  0.1085	  0.2051	  0.3058	  0.2222	  0.3058	  0.2633	  0.1867	  0.1769	  0.2006	  0.2764	  0.2946	  0.1449	  0.2599	  0.2493	  0.4667	  0.2887	  0.1212	  0.2529	  0.2342	  0.2419	  0.2599	  0.1914	  0.2946	  0.2667	  0.2564	  0.1020	  0.2796	  0.2633	  0.2529	  0.2564	  0.1392	  0.3030	  0.2381	  0.2764	  0.2381	  0.2974	  0.2917	  0.2381	  0.2529	  0.2564	  0.2564	  0.2732	  0.2419	  0.2095	  0.2917	  0.3213	  0.2857	  0.2827	  0.3030	  0.3188	  0.3137	  0.3163	  0.2796	  0.4146	  0.2887	  0.2796	  0.2667	  0.2796	  0.2732	  0.1212	  0.3571	  0.2732	  0.2633	  0.2667	  0.0000	  0.1020	  0.2006	  0.2456	  0.2700	  0.2303	  0.2381	  0.2871	  0.2700	  0.2764	  0.1449	  0.0000	  0.3514	  0.2764	  0.2764	  0.1392	  0.1961	  0.2381	  0.2222	  0.3628	  1.0000	  0.4706	  1.0000	  1.0000	  0.1914	  0.2181	  0.1718	  0.2529	  0.2138	  0.2577	  0.2000	  0.4545	  0.2222	  0.1961	  0.2303	  1.0000	  0.3030	  0.2138	  0.1392	  0.2732	  0.3262	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2181	  0.2827	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.4545	  0.4286	  0.2419	  0.2764	  0.2303	  0.3394	  0.2263	  0.2381	  0.2419	  0.2700	  0.2006	  0.2887	  0.4586	  0.4820	  0.1718	  0.2633	  0.2564	  0.3003	  0.2456	  0.2529	  0.2700	  0.2857	  0.2764	  0.2974	  0.3077	  0.2800	  0.1667	  0.3058	  0.2381	  0.2700	  0.2633	  0.2181	  0.2006	  0.2974	  0.3085	  0.2796	  0.2051	  0.2138	  0.2303	  0.2827	  0.0813	  0.2857	  0.2529	  0.3058	  0.2917	  0.0591	  0.2051	  0.2419	  0.2667	  0.3846	  0.2599	  0.2796	  0.2917	  0.2263	  0.2051	  0.2564	  0.2633	  0.2006	  0.2342	  0.2887	  0.3137	  0.1667	  0.2946	  0.2796	  0.2857	  0.2564	  0.2700	  0.3030	  0.2181	  0.3058	  0.2946	  0.3394	  0.2887	  0.1614	  0.3111	  0.3085	  0.1505	  0.1392	  0.2667	  0.2564	  0.2700	  0.1449	  1.0000	  0.4930	  0.2493	  0.2796	  0.3003	  0.3030	  0.4706	  0.4667	  0.4667	  0.2764	  0.0267	  0.4857	  0.2419	  0.0267	  0.2419	  0.3003	  0.4857	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.3950	  1.0000	  0.2917	  0.3058	  0.2700	  0.0667	  0.2974	  0.2917	  0.2917	  0.2946	  0.2887	  0.2827	  0.3058	  0.2342	  0.4745	  0.2667	  0.4331	  0.4667	  0.2974	  0.2827	  0.2764	  0.2700	  0.1961	  0.4820	  0.3030	  0.2857	  0.2827	  0.2917	  0.4667	  0.3085	  0.0000	  0.3238	  0.4930	  0.2796	  0.2827	  0.1449	  0.1020	  0.2732	  0.2796	  0.2917	  0.3085	  0.2764	  0.2732	  0.2974	  0.2456	  0.2181	  0.3188	  0.3003	  0.3003	  0.2887	  0.2419	  0.2138	  0.3213	  0.2222	  0.2342	  0.2381	  0.2529	  0.2827	  0.4820	  0.2700	  0.2564	  0.2564	  0.1560	  0.3793	  0.3058	  0.1273	  0.1961	  0.3085	  1.0000	  0.4706	  0.2006	  0.0591	  0.3188	  0.2493	  0.0813	  0.4504	  0.4146	  0.2974	  0.2529	  0.2946	  0.2917	  0.2857	  0.1914	  0.2006	  0.2564	  0.2095	  0.1867	  0.2381	  0.0513	  0.0952	  0.0741	  0.0813	  0.1020	  0.0741	  0.2796	  0.3213	  0.3111	  0.4504	  0.4462	  0.4331	  0.1614	  0.4462	  0.2827	  0.2667	  0.3739	  0.2887	  0.4820	  0.1212	  0.2857	  0.2917	  0.4194	  0.2857	  0.2700	  0.2700	  0.3003	  0.2917	  0.2857	  0.2887	  0.2827	  0.2887	  0.1614	  0.2796	  0.3950	  0.3898	  0.3003	  0.2181	  0.2051	  0.3058	  0.2946	  0.2857	  0.2700	  1.0000	  0.2917	  0.2974	  0.2974	  0.2419	  0.2381	  0.2263	  0.1614	  0.3137	  0.3085	  0.3085	  0.3085	  0.2796	  0.2456	  0.1867	  0.4504	  0.3846	  0.4098	  0.2700	  0.3058	  0.2827	  0.3003	  0.2917	  0.4930	  0.2764	  0.2667	  0.2599	  0.2796	  0.1505	  0.2827	  0.2974	  0.2732	  0.2857	  0.2857	  0.2006	  0.1961	  0.1769	  0.3058	  0.2796	  0.2529	  0.2564	  0.2303	  0.2138	  0.2667	  0.2732	  0.2887	  0.2633	  0.2456	  0.2667	  0.2796	  0.2493	  0.2667	  0.3058	  0.3793	  0.2263	  0.2974	  0.2599	  0.0813	  0.2381	  0.2857	  0.1149	  0.0180	  0.1149	  0.2796	  0.2222	  0.2700	  0.2138	  0.4930	  0.4894	  0.4462	  0.4965	  0.3262	  0.3030	  0.2827	  0.3514	  0.2263	  0.2700	  0.1273	  0.2138	  0.2051	  0.2095	  0.2599	  0.2887	  0.3188	  0.2599	  0.2667	  0.2764	  0.1085	  0.3085	  0.2493	  0.2529	  0.2667	  0.1914	  0.2181	  0.1667	  0.1614	  0.0813	  0.2006	  0.2138	  0.2796	  0.2700	  1.0000	  0.2857	  0.4586	  0.4894	  0.2342	  0.0591	  0.1273	  0.2974	  0.4098	  0.3208	  0.2303	  0.3030	  0.3111	  0.3030	  0.2222	  0.2946	  0.3058	  0.2456	  0.2917	  0.2564	  0.1667	  0.2564	  0.2381	  0.2564	  0.2138	  0.0741	  0.2303	  1.0000	  1.0000	  1.0000	  0.4504	  0.2917	  0.3514	  0.2667	  0.2381	  0.1818	  0.1724	  0.1724	  0.1818	  0.4667	  0.3213	  0.3085	  0.2917	  0.2887	  0.3188	  0.3030	  0.2946	  0.4820	  0.4745	  0.2263	  0.2222	  0.1560	  0.2700	  0.2633	  0.2456	  0.2700	  0.1867	  0.2095	  0.2419	  0.1769	  0.2138	  0.2138	  0.2006	  0.2051	  0.1818	  0.2564	  0.2342	  0.2303	  0.2887	  0.2887	  0.2564	  0.2263	  0.1333	  0.1333	  0.2529	  0.2857	  0.2946	  0.3058	  0.2493	  0.2796	  0.3628	  0.3137	  0.2917	  0.4240	  0.2051	  0.2667	  0.2529	  0.2564	  0.0433	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.4462	  0.1910	  0.2887	  0.2138	  0.0351	  0.2764	  0.2941	  0.3111	  1.0000	  0.2764	  0.3111	  0.1392	  0.2342	  0.2006	  0.2181	  0.3030	  0.2796	  0.2342	  0.2419	  0.2667	  0.2303	  0.2857	  0.2857	  0.2887	  0.2456	  0.2633	  0.2700	  0.2827	  0.2974	  1.0000	  0.2342	  0.1333	  0.1449	  0.2946	  0.3030	  0.3188	  0.4331	  0.2887	  0.2095	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  0.3003	  1.0000	  0.4965	  1.0000	  0.4857	  0.3333	  0.1914	  0.3571	  0.3514	  0.2917	  0.3058	  0.2732	  0.2303	  0.2263	  0.1867	  0.2006	  0.2700	  0.1867	  0.3010	  0.2493	  0.2051	  0.0952	  0.2088	  0.2827	  0.2974	  0.3286	  1.0000	  0.3003	  0.2917	  0.2138	  0.2857	  0.2493	  0.3898	  0.3030	  0.2974	  0.4375	  0.4820	  0.2667	  0.1000	  0.2564	  0.2633	  0.2974	  0.1085	  0.2564	  0.2917	  0.2529	  0.2764	  0.2700	  0.2796	  0.2857	  0.2633	  0.2796	  0.2700	  0.1718	  0.2700	  0.3739	  0.2700	  0.2857	  0.1769	  0.2667	  0.2857	  0.3003	  0.2700	  0.4000	  0.4146	  0.3085	  0.1914	  0.2564	  0.3003	  0.4745	  0.4745	  1.0000	  0.3085	  1.0000	  0.4783	  1.0000	  1.0000	  1.0000	  0.2342	  1.0000	  0.2917	  0.3898	  0.3333	  0.2764	  0.1149	  0.2529	  0.2222	  0.1212	  0.1212	  0.3333	  0.2095	  0.2381	  0.2529	  0.3058	  0.2599	  0.4504	  0.4965	  0.4627	  0.0091	  0.3143	  0.2342	  0.4331	  1.0000	  0.2946	  0.2667	  0.2917	  0.2974	  0.2633	  0.2827	  0.3394	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.2827	  0.2796	  0.4706	  0.4820	  1.0000	  1.0000	  0.2493	  0.4462	  0.3111	  0.3058	  1.0000	  0.2827	  0.4706	  0.4050	  0.2857	  0.1273	  0.1614	  0.1273	  0.2946	  0.2493	  0.2974	  0.2796	  0.0267	  0.3137	  1.0000	  0.4745	  0.4894	  0.2917	  0.2633	  0.1718	  0.2263	  0.2419	  0.4894	  0.4930	  0.4857	  0.2006	  0.2700	  0.2095	  0.0952	  0.1273	  0.2887	  0.3793	  0.2342	  0.4419	  0.2887	  0.4419	  0.3003	  0.1769	  0.1614	  0.1212	  0.1392	  1.0000	  0.2887	  0.2342	  0.2263	  0.1914	  0.1961	  0.1020	  0.1818	  0.1505	  0.1614	  0.0813	  0.2796	  0.2095	  0.1333	  0.2827	  0.3111	  0.2222	  0.2529	  0.2529	  0.0741	  0.2974	  0.2667	  0.2138	  0.2887	  0.2887	  0.2827	  1.0000	  1.0000	  1.0000	  0.2421	  0.2633	  0.2564	  0.2222	  0.1818	  0.2342	  0.2917	  0.2887	  0.4462	  0.1392	  0.2000	  0.2887	  0.2599	  0.3030	  0.3188	  0.2381	  0.3238	  1.0000	  0.2599	  0.2342	  0.2633	  0.3137	  0.2732	  0.2419	  0.2222	  0.3085	  0.3188	  0.3085	  0.2564	  0.1149	  0.2456	  0.2529	  0.1867	  0.1505	  0.2633	  0.3058	  0.2887	  0.2796	  0.2633	  0.3058	  0.2946	  0.2917	  0.2564	  0.1449	  0.1505	  0.4194	  1.0000	  0.2700	  0.2700	  0.2857	  0.2599	  0.1718	  0.2917	  0.3058	  0.2946	  0.1769	  0.2764	  0.2700	  0.0667	  1.0000	  0.4783	  0.3238	  0.3030	  0.3058	  0.3030	  0.4331	  0.2599	  0.3077	  0.2764	  0.2529	  0.1718	  0.1333	  0.3058	  0.2095	  0.1560	  0.2138	  0.3111	  0.2796	  0.1505	  0.1769	  0.2493	  0.2946	  0.2917	  0.2529	  0.2917	  0.2764	  0.2732	  0.2857	  0.3163	  0.3030	  0.2857	  0.2827	  0.3058	  0.3085	  0.3085	  0.2827	  0.4745	  0.2796	  0.2342	  0.2887	  0.2493	  0.2700	  0.3003	  0.2599	  0.2599	  0.2796	  0.2599	  0.2419	  0.2827	  0.4504	  0.2857	  0.0952	  0.2796	  0.1333	  0.2456	  0.1149	  0.2419	  0.2700	  0.2456	  0.0741	  0.2095	  0.0952	  0.3003	  0.2764	  0.2419	  0.2887	  0.2946	  0.2887	  0.4667	  0.3163	  0.4627	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  1.0000	  1.0000	  0.4667	  0.2732	  1.0000	  0.2732	  0.1867	  0.2633	  0.2564	  0.2887	  0.2974	  0.2381	  0.2633	  0.1867	  0.4098	  0.2303	  0.2381	  0.2095	  0.2381	  0.2857	  0.0513	  0.2633	  0.0267	  0.0591	  0.0433	  0.0433	  0.2796	  0.0667	  0.2796	  0.3030	  0.3163	  0.3950	  0.4545	  0.4419	  0.3188	  0.2222	  0.2796	  0.3077	  0.2222	  0.3455	  0.3030	  0.3058	  0.4627	  0.2917	  0.0952	  0.0180	  0.2493	  1.0000	  0.4745	  0.3058	  1.0000	  0.2887	  0.4419	  0.1560	  0.3271	  0.2764	  0.3846	  0.4820	  0.4930	  0.0591	  0.2796	  0.3111	  0.3950	  0.0000	  0.1961	  0.1818	  0.1718	  0.2419	  0.2222	  0.2095	  0.2381	  0.2633	  0.2381	  0.2263	  0.2381	  0.1718	  0.3111	  0.2006	  0.1392	  0.2303	  0.2006	  0.2796	  0.2946	  0.2857	  0.2599	  0.2599	  0.2599	  0.1560	  0.2006	  0.2764	  0.3143	  0.2732	  0.3143	  0.3085	  0.4146	  0.4098	  0.2946	  0.3111	  0.4146	  0.2946	  0.2887	  0.1914	  0.2827	  0.2946	  0.2946	  0.2974	  0.4331	  0.2857	  0.2917	  0.3058	  0.4331	  0.3455	  0.2732	  0.2700	  0.3030	  0.2857	  0.1020	  0.0952	  0.3085	  0.2946	  0.2700	  0.3085	  0.2917	  0.2599	  0.1149	  1.0000	  0.4745	  1.0000	  0.4783	  0.2917	  0.4745	  0.4820	  0.2667	  0.2667	  0.2051	  0.1718	  0.2095	  1.0000	  1.0000	  1.0000	  0.4050	  0.0351	  0.2974	  0.2667	  0.2263	  0.1867	  0.4286	  0.1914	  0.2732	  0.2342	  0.1273	  0.0000	  0.2764	  0.3143	  0.3793	  0.3271	  0.2599	  0.2887	  0.1149	  0.4745	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.2456	  0.2946	  0.2946	  0.2887	  0.2564	  0.2857	  0.2917	  0.2667	  0.2732	  0.2633	  0.2827	  0.3137	  0.2667	  0.3950	  0.3898	  0.2381	  0.1560	  0.1505	  0.2381	  0.3085	  0.2827	  0.2599	  0.4894	  0.1333	  0.1273	  0.1333	  0.1020	  0.1392	  0.3137	  0.3085	  0.2493	  0.4331	  0.3739	  0.2796	  0.2138	  0.4050	  0.0000	  0.0351	  0.2006	  0.4286	  0.4627	  0.4504	  0.1149	  0.2493	  0.3085	  0.4894	  1.0000	  0.4930	  0.3030	  0.2564	  0.2667	  0.2599	  0.4820	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.0180	  0.4545	  0.2827	  0.1769	  0.2263	  0.2493	  0.2381	  0.2303	  0.2887	  0.4894	  1.0000	  0.3163	  0.2006	  0.2342	  0.3030	  0.3950	  0.2342	  0.1961	  0.1149	  0.1273	  0.1961	  0.2887	  0.2419	  0.2796	  0.2181	  0.2138	  0.2493	  0.2732	  0.4930	  1.0000	  1.0000	  0.2796	  0.4745	  0.4286	  0.2633	  0.4930	  0.1505	  0.2342	  0.2917	  0.1818	  0.3003	  0.2887	  0.3111	  0.2599	  0.2181	  0.2974	  0.2827	  0.2051	  0.1449	  0.1085	  0.2599	  0.2342	  0.2222	  0.2764	  0.2051	  0.2633	  0.2419	  0.3030	  0.4706	  0.2796	  0.4462	  0.2381	  0.2138	  0.2095	  0.1614	  0.2095	  0.1560	  0.3030	  0.4820	  1.0000	  0.2796	  0.2051	  0.2051	  0.2857	  0.2222	  0.2493	  1.0000	  0.2796	  0.2456	  0.2857	  0.2796	  0.0813	  0.1818	  0.2974	  0.4098	  0.3058	  0.2887	  0.2887	

------
prediction result:
confusion matrix:
[[0.01407236 0.13124725 0.02253963]
 [0.0215397  0.5972314  0.0587755 ]
 [0.00864157 0.11300088 0.03295171]]
f1 on test:    0.38804762113981356
f1 on test:    0.6442554674886247 (micro)
f1 on KB:      0.3701700526825474
integrated f1: 0.37745418611240666, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 1534. 14307.  2457.]
 [ 2348. 65103.  6407.]
 [  942. 12318.  3592.]]
f1 on test:    0.36128955474946967
f1 on test:    0.6718130779392338 (micro)
f1 on KB:      0.524239661203463
integrated f1: 0.45504778302486315, w_data: 0.4246200244007528, w_klg: 0.5753799755992473


after refine:
label        0	       1	       2	       3	       4	       5	       6	       7	       8	       9	      10	      11	      12	      13	      14	      15	      16	      17	      18	      19	      20	      21	      22	      23	      24	      25	      26	      27	      28	      29	      30	      31	      32	      33	      34	      35	      36	      37	      38	      39	      40	      41	      42	      43	      44	      45	      46	      47	      48	      49	      50	      51	      52	      53	      54	      55	      56	      57	      58	      59	      60	      61	      62	      63	      64	      65	      66	      67	      68	      69	      70	      71	      72	      73	      74	      75	      76	      77	      78	      79	      80	      81	      82	      83	      84	      85	      86	      87	      88	      89	      90	      91	      92	      93	      94	      95	      96	      97	      98	      99	     100	     101	     102	     103	     104	     105	     106	     107	     108	     109	     110	     111	     112	     113	     114	     115	     116	     117	     118	     119	     120	     121	     122	     123	     124	     125	     126	     127	     128	     129	     130	     131	     132	     133	     134	     135	     136	     137	     138	     139	     140	     141	     142	     143	     144	     145	     146	     147	     148	     149	     150	     151	     152	     153	     154	     155	     156	     157	     158	     159	     160	     161	     162	     163	     164	     165	     166	     167	     168	     169	     170	     171	     172	     173	     174	     175	     176	     177	     178	     179	     180	     181	     182	     183	     184	     185	     186	     187	     188	     189	     190	     191	     192	     193	     194	     195	     196	     197	     198	     199	     200	     201	     202	     203	     204	     205	     206	     207	     208	     209	     210	     211	     212	     213	     214	     215	     216	     217	     218	     219	     220	     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443	     444	     445	     446	     447	     448	     449	     450	     451	     452	     453	     454	     455	     456	     457	     458	     459	     460	     461	     462	     463	     464	     465	     466	     467	     468	     469	     470	     471	     472	     473	     474	     475	     476	     477	     478	     479	     480	     481	     482	     483	     484	     485	     486	     487	     488	     489	     490	     491	     492	     493	     494	     495	     496	     497	     498	     499	     500	     501	     502	     503	     504	     505	     506	     507	     508	     509	     510	     511	     512	     513	     514	     515	     516	     517	     518	     519	     520	     521	     522	     523	     524	     525	     526	     527	     528	     529	     530	     531	     532	     533	     534	     535	     536	     537	     538	     539	     540	     541	     542	     543	     544	     545	     546	     547	     548	     549	     550	     551	     552	     553	     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665	     666	     667	     668	     669	     670	     671	     672	     673	     674	     675	     676	     677	     678	     679	     680	     681	     682	     683	     684	     685	     686	     687	     688	     689	     690	     691	     692	     693	     694	     695	     696	     697	     698	     699	     700	     701	     702	     703	     704	     705	     706	     707	     708	     709	     710	     711	     712	     713	     714	     715	     716	     717	     718	     719	     720	     721	     722	     723	     724	     725	     726	     727	     728	     729	     730	     731	     732	     733	     734	     735	     736	     737	     738	     739	     740	     741	     742	     743	     744	     745	     746	     747	     748	     749	     750	     751	     752	     753	     754	     755	     756	     757	     758	     759	     760	     761	     762	     763	     764	     765	     766	     767	     768	     769	     770	     771	     772	     773	     774	     775	     776	     777	     778	     779	     780	     781	     782	     783	     784	     785	     786	     787	     788	     789	     790	     791	     792	     793	     794	     795	     796	     797	     798	     799	     800	     801	     802	     803	     804	     805	     806	     807	     808	     809	     810	     811	     812	     813	     814	     815	     816	     817	     818	     819	     820	     821	     822	     823	     824	     825	     826	     827	     828	     829	     830	     831	     832	     833	     834	     835	     836	     837	     838	     839	     840	     841	     842	     843	     844	     845	     846	     847	     848	     849	     850	     851	     852	     853	     854	     855	     856	     857	     858	     859	     860	     861	     862	     863	     864	     865	     866	     867	     868	     869	     870	     871	     872	     873	     874	     875	     876	     877	     878	     879	     880	     881	     882	     883	     884	     885	     886	     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998	     999	    1000	    1001	    1002	    1003	    1004	    1005	    1006	    1007	    1008	    1009	    1010	    1011	    1012	    1013	    1014	    1015	    1016	    1017	    1018	    1019	    1020	    1021	    1022	    1023	    1024	    1025	    1026	    1027	    1028	    1029	    1030	    1031	    1032	    1033	    1034	    1035	    1036	    1037	    1038	    1039	    1040	    1041	    1042	    1043	    1044	    1045	    1046	    1047	    1048	    1049	    1050	    1051	    1052	    1053	    1054	    1055	    1056	    1057	    1058	    1059	    1060	    1061	    1062	    1063	    1064	    1065	    1066	    1067	    1068	    1069	    1070	    1071	    1072	    1073	    1074	    1075	    1076	    1077	    1078	    1079	    1080	    1081	    1082	    1083	    1084	    1085	    1086	    1087	    1088	    1089	    1090	    1091	    1092	    1093	    1094	    1095	    1096	    1097	    1098	    1099	    1100	    1101	    1102	    1103	    1104	    1105	    1106	    1107	    1108	    1109	    1110	    1111	    1112	    1113	    1114	    1115	    1116	    1117	    1118	    1119	    1120	    1121	    1122	    1123	    1124	    1125	    1126	    1127	    1128	    1129	    1130	    1131	    1132	    1133	    1134	    1135	    1136	    1137	    1138	    1139	    1140	    1141	    1142	    1143	    1144	    1145	    1146	    1147	    1148	    1149	    1150	    1151	    1152	    1153	    1154	    1155	    1156	    1157	    1158	    1159	    1160	    1161	    1162	    1163	    1164	    1165	    1166	    1167	    1168	    1169	    1170	    1171	    1172	    1173	    1174	    1175	    1176	    1177	    1178	    1179	    1180	    1181	    1182	    1183	    1184	    1185	    1186	    1187	    1188	    1189	    1190	    1191	    1192	    1193	    1194	    1195	    1196	    1197	    1198	    1199	    1200	    1201	    1202	    1203	    1204	    1205	    1206	    1207	    1208	    1209	    1210	    1211	    1212	    1213	    1214	    1215	    1216	    1217	    1218	    1219	    1220	    1221	    1222	    1223	    1224	    1225	    1226	    1227	    1228	    1229	    1230	    1231	    1232	    1233	    1234	    1235	    1236	    1237	    1238	    1239	    1240	    1241	    1242	    1243	    1244	    1245	    1246	    1247	    1248	    1249	    1250	    1251	    1252	    1253	    1254	    1255	    1256	    1257	    1258	    1259	    1260	    1261	    1262	    1263	    1264	    1265	    1266	    1267	    1268	    1269	    1270	    1271	    1272	    1273	    1274	    1275	    1276	    1277	    1278	    1279	    1280	    1281	    1282	    1283	    1284	    1285	    1286	    1287	    1288	    1289	    1290	    1291	    1292	    1293	    1294	    1295	    1296	    1297	    1298	    1299	    1300	    1301	    1302	    1303	    1304	    1305	    1306	    1307	    1308	    1309	    1310	    1311	    1312	    1313	    1314	    1315	    1316	    1317	    1318	    1319	    1320	    1321	    1322	    1323	    1324	    1325	    1326	    1327	    1328	    1329	    1330	    1331	    1332	    1333	    1334	    1335	    1336	    1337	    1338	    1339	    1340	    1341	    1342	    1343	    1344	    1345	    1346	    1347	    1348	    1349	    1350	    1351	    1352	    1353	    1354	    1355	    1356	    1357	    1358	    1359	    1360	    1361	    1362	    1363	    1364	    1365	    1366	    1367	    1368	    1369	    1370	    1371	    1372	    1373	    1374	    1375	    1376	    1377	    1378	    1379	    1380	    1381	    1382	    1383	    1384	    1385	    1386	    1387	    1388	    1389	    1390	    1391	    1392	    1393	    1394	    1395	    1396	    1397	    1398	    1399	    1400	    1401	    1402	    1403	    1404	    1405	    1406	    1407	    1408	    1409	    1410	    1411	    1412	    1413	    1414	    1415	    1416	    1417	    1418	    1419	    1420	    1421	    1422	    1423	    1424	    1425	    1426	    1427	    1428	    1429	    1430	    1431	    1432	    1433	    1434	    1435	    1436	    1437	    1438	    1439	    1440	    1441	    1442	    1443	    1444	    1445	    1446	    1447	    1448	    1449	    1450	    1451	    1452	    1453	    1454	    1455	    1456	    1457	    1458	    1459	    1460	    1461	    1462	    1463	    1464	    1465	    1466	    1467	    1468	    1469	    1470	    1471	    1472	    1473	    1474	    1475	    1476	    1477	    1478	    1479	    1480	    1481	    1482	    1483	    1484	    1485	    1486	    1487	    1488	    1489	    1490	    1491	    1492	    1493	    1494	    1495	    1496	    1497	    1498	    1499	    1500	    1501	    1502	    1503	    1504	    1505	    1506	    1507	    1508	    1509	    1510	    1511	    1512	    1513	
   acc   66.67%	  63.89%	  52.78%	  68.06%	  40.28%	  52.78%	  58.33%	  66.67%	  75.00%	  73.61%	  52.78%	  79.17%	   0.00%	   4.17%	 100.00%	  62.50%	  73.61%	  98.61%	  70.83%	  81.94%	  44.44%	  69.44%	  31.94%	  59.72%	 100.00%	  70.83%	  84.72%	  69.44%	  65.28%	  65.28%	  68.06%	  79.17%	  81.94%	  81.94%	  83.33%	  83.33%	  68.06%	  56.94%	  58.33%	  51.39%	  70.83%	  70.83%	  65.28%	  73.61%	  77.78%	  66.67%	  55.56%	  76.39%	  68.06%	  59.72%	  73.61%	  81.94%	  80.56%	  19.44%	  50.00%	  34.72%	  51.39%	  61.11%	  50.00%	  66.67%	  27.78%	  63.89%	  51.39%	  43.06%	  66.67%	  48.61%	  41.67%	  56.94%	  33.33%	  23.61%	  29.17%	  34.72%	  62.50%	  76.39%	  75.00%	  83.33%	  83.33%	  65.28%	  62.50%	  72.22%	  55.56%	  72.22%	  43.06%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  50.00%	  76.39%	  59.72%	  80.56%	  83.33%	  33.33%	  76.39%	  62.50%	  83.33%	  52.78%	  26.39%	  79.17%	  44.44%	  52.78%	  54.17%	  72.22%	  54.17%	  56.94%	  63.89%	  48.61%	  56.94%	  48.61%	  80.56%	  79.17%	  77.78%	  70.83%	  56.94%	  97.22%	  97.22%	  95.83%	  83.33%	  37.50%	  59.72%	 100.00%	  95.83%	  27.78%	  59.72%	  44.44%	 100.00%	 100.00%	  98.61%	 100.00%	  86.11%	  81.94%	  65.28%	  88.89%	  81.94%	  94.44%	  97.22%	 100.00%	  86.11%	  62.50%	  68.06%	  72.22%	  79.17%	  79.17%	  81.94%	  79.17%	  15.28%	  81.94%	  80.56%	  88.89%	  83.33%	  58.33%	  69.44%	  66.67%	  72.22%	  48.61%	  48.61%	  61.11%	  83.33%	  51.39%	  19.44%	   2.78%	   5.56%	   5.56%	  36.11%	  75.00%	  69.44%	 100.00%	  54.17%	  54.17%	  23.61%	  27.78%	   2.78%	  37.50%	  73.61%	  80.56%	  45.83%	  69.44%	  65.28%	  37.50%	  84.72%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	  77.78%	  66.67%	  73.61%	  77.78%	 100.00%	  91.67%	  56.94%	  58.33%	  45.83%	  61.11%	  12.50%	  62.50%	  54.17%	  58.33%	  73.61%	  75.00%	  88.89%	  65.28%	  52.78%	  69.44%	   8.33%	   8.33%	  29.17%	  23.61%	  70.83%	  25.00%	  27.78%	  72.22%	  65.28%	  59.72%	  54.17%	  68.06%	  91.67%	  50.00%	  41.67%	  91.67%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  54.17%	  70.83%	  59.72%	  68.06%	  81.94%	  58.33%	  40.28%	  80.56%	  73.61%	  63.89%	  83.33%	  69.44%	   8.33%	   9.72%	   4.17%	  29.17%	  55.56%	  79.17%	  68.06%	  79.17%	  77.78%	  66.67%	  77.78%	  73.61%	  69.44%	  40.28%	  73.61%	  91.67%	  79.17%	  83.33%	  97.22%	 100.00%	  79.17%	  31.94%	  29.17%	  20.83%	  44.44%	  31.94%	  29.17%	  34.72%	  55.56%	  26.39%	 100.00%	  73.61%	  27.78%	  19.44%	  44.44%	  84.72%	  50.00%	  84.72%	  65.28%	  38.89%	  36.11%	  43.06%	  70.83%	  79.17%	  27.78%	  63.89%	  59.72%	  87.50%	  76.39%	  22.22%	  61.11%	  54.17%	  56.94%	  63.89%	  40.28%	  79.17%	  66.67%	  62.50%	  18.06%	  72.22%	  65.28%	  61.11%	  62.50%	  26.39%	  83.33%	  55.56%	  70.83%	  55.56%	  80.56%	  77.78%	  55.56%	  61.11%	  62.50%	  62.50%	  69.44%	  56.94%	  45.83%	  77.78%	  93.06%	  75.00%	  73.61%	  83.33%	  91.67%	  88.89%	  90.28%	  72.22%	  70.83%	  76.39%	  72.22%	  66.67%	  72.22%	  69.44%	  22.22%	  55.56%	  69.44%	  65.28%	  66.67%	   0.00%	  18.06%	  43.06%	  58.33%	  68.06%	  52.78%	  55.56%	  40.28%	  68.06%	  70.83%	  27.78%	   0.00%	  54.17%	  70.83%	  70.83%	  26.39%	  41.67%	  55.56%	  50.00%	  56.94%	 100.00%	  88.89%	 100.00%	 100.00%	  40.28%	  48.61%	  34.72%	  61.11%	  47.22%	  34.72%	  25.00%	  83.33%	  50.00%	  41.67%	  52.78%	 100.00%	  83.33%	  47.22%	  26.39%	  69.44%	  95.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  48.61%	  73.61%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	  83.33%	  75.00%	  56.94%	  70.83%	  52.78%	  51.39%	  51.39%	  55.56%	  56.94%	  68.06%	  43.06%	  76.39%	  84.72%	  93.06%	  34.72%	  65.28%	  62.50%	  81.94%	  58.33%	  61.11%	  68.06%	  75.00%	  70.83%	  80.56%	  44.44%	  38.89%	  33.33%	  84.72%	  55.56%	  68.06%	  65.28%	  48.61%	  43.06%	  80.56%	  86.11%	  72.22%	  44.44%	  47.22%	  52.78%	  73.61%	  13.89%	  75.00%	  61.11%	  84.72%	  77.78%	   9.72%	  44.44%	  56.94%	  66.67%	  62.50%	  63.89%	  72.22%	  77.78%	  51.39%	  44.44%	  62.50%	  65.28%	  43.06%	  54.17%	  76.39%	  88.89%	  33.33%	  79.17%	  72.22%	  75.00%	  62.50%	  68.06%	  83.33%	  48.61%	  84.72%	  79.17%	  51.39%	  76.39%	  31.94%	  87.50%	  86.11%	  29.17%	  26.39%	  66.67%	  62.50%	  68.06%	  27.78%	 100.00%	  97.22%	  59.72%	  72.22%	  81.94%	  83.33%	  88.89%	  87.50%	  87.50%	  70.83%	   4.17%	  94.44%	  56.94%	   4.17%	  56.94%	  81.94%	  94.44%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  65.28%	 100.00%	  77.78%	  84.72%	  68.06%	  11.11%	  80.56%	  77.78%	  77.78%	  79.17%	  76.39%	  73.61%	  84.72%	  54.17%	  90.28%	  66.67%	  76.39%	  87.50%	  80.56%	  73.61%	  70.83%	  68.06%	  41.67%	  93.06%	  83.33%	  75.00%	  73.61%	  77.78%	  87.50%	  86.11%	   0.00%	  94.44%	  97.22%	  72.22%	  73.61%	  27.78%	  18.06%	  69.44%	  72.22%	  77.78%	  86.11%	  70.83%	  69.44%	  80.56%	  58.33%	  48.61%	  91.67%	  81.94%	  81.94%	  76.39%	  56.94%	  47.22%	  93.06%	  50.00%	  54.17%	  55.56%	  61.11%	  73.61%	  93.06%	  68.06%	  62.50%	  62.50%	  30.56%	  61.11%	  84.72%	  23.61%	  41.67%	  86.11%	 100.00%	  88.89%	  43.06%	   9.72%	  91.67%	  59.72%	  13.89%	  81.94%	  70.83%	  80.56%	  61.11%	  79.17%	  77.78%	  75.00%	  40.28%	  43.06%	  62.50%	  45.83%	  38.89%	  55.56%	   8.33%	  16.67%	  12.50%	  13.89%	  18.06%	  12.50%	  72.22%	  93.06%	  87.50%	  81.94%	  80.56%	  76.39%	  31.94%	  80.56%	  73.61%	  66.67%	  59.72%	  76.39%	  93.06%	  22.22%	  75.00%	  77.78%	  72.22%	  75.00%	  68.06%	  68.06%	  81.94%	  77.78%	  75.00%	  76.39%	  73.61%	  76.39%	  31.94%	  72.22%	  65.28%	  63.89%	  81.94%	  48.61%	  44.44%	  84.72%	  79.17%	  75.00%	  68.06%	 100.00%	  77.78%	  80.56%	  80.56%	  56.94%	  55.56%	  51.39%	  31.94%	  88.89%	  86.11%	  86.11%	  86.11%	  72.22%	  58.33%	  38.89%	  81.94%	  62.50%	  69.44%	  68.06%	  84.72%	  73.61%	  81.94%	  77.78%	  97.22%	  70.83%	  66.67%	  63.89%	  72.22%	  29.17%	  73.61%	  80.56%	  69.44%	  75.00%	  75.00%	  43.06%	  41.67%	  36.11%	  84.72%	  72.22%	  61.11%	  62.50%	  52.78%	  47.22%	  66.67%	  69.44%	  76.39%	  65.28%	  58.33%	  66.67%	  72.22%	  59.72%	  66.67%	  84.72%	  61.11%	  51.39%	  80.56%	  63.89%	  13.89%	  55.56%	  75.00%	  20.83%	   2.78%	  20.83%	  72.22%	  50.00%	  68.06%	  47.22%	  97.22%	  95.83%	  80.56%	  98.61%	  95.83%	  83.33%	  73.61%	  54.17%	  51.39%	  68.06%	  23.61%	  47.22%	  44.44%	  45.83%	  63.89%	  76.39%	  91.67%	  63.89%	  66.67%	  70.83%	  19.44%	  86.11%	  59.72%	  61.11%	  66.67%	  40.28%	  48.61%	  33.33%	  31.94%	  13.89%	  43.06%	  47.22%	  72.22%	  68.06%	 100.00%	  75.00%	  84.72%	  95.83%	  54.17%	   9.72%	  23.61%	  80.56%	  69.44%	  47.22%	  52.78%	  83.33%	  87.50%	  83.33%	  50.00%	  79.17%	  84.72%	  58.33%	  77.78%	  62.50%	  33.33%	  62.50%	  55.56%	  62.50%	  47.22%	  12.50%	  52.78%	 100.00%	 100.00%	 100.00%	  81.94%	  77.78%	  54.17%	  66.67%	  55.56%	  22.22%	  20.83%	  20.83%	  22.22%	  87.50%	  93.06%	  86.11%	  77.78%	  76.39%	  91.67%	  83.33%	  79.17%	  93.06%	  90.28%	  51.39%	  50.00%	  30.56%	  68.06%	  65.28%	  58.33%	  68.06%	  38.89%	  45.83%	  56.94%	  36.11%	  47.22%	  47.22%	  43.06%	  44.44%	  37.50%	  62.50%	  54.17%	  52.78%	  76.39%	  76.39%	  62.50%	  51.39%	  25.00%	  25.00%	  61.11%	  75.00%	  79.17%	  84.72%	  59.72%	  72.22%	  56.94%	  88.89%	  77.78%	  73.61%	  44.44%	  66.67%	  61.11%	  62.50%	   6.94%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  80.56%	  23.61%	  76.39%	  47.22%	   5.56%	  70.83%	  41.67%	  87.50%	 100.00%	  70.83%	  87.50%	  26.39%	  54.17%	  43.06%	  48.61%	  83.33%	  72.22%	  54.17%	  56.94%	  66.67%	  52.78%	  75.00%	  75.00%	  76.39%	  58.33%	  65.28%	  68.06%	  73.61%	  80.56%	 100.00%	  54.17%	  25.00%	  27.78%	  79.17%	  83.33%	  91.67%	  76.39%	  76.39%	  45.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	  81.94%	 100.00%	  98.61%	 100.00%	  94.44%	  50.00%	  40.28%	  55.56%	  54.17%	  77.78%	  84.72%	  69.44%	  52.78%	  51.39%	  38.89%	  43.06%	  68.06%	  38.89%	  43.06%	  59.72%	  44.44%	  16.67%	  26.39%	  73.61%	  80.56%	  97.22%	 100.00%	  81.94%	  77.78%	  47.22%	  75.00%	  59.72%	  63.89%	  83.33%	  80.56%	  77.78%	  93.06%	  66.67%	  11.11%	  62.50%	  65.28%	  80.56%	  19.44%	  62.50%	  77.78%	  61.11%	  70.83%	  68.06%	  72.22%	  75.00%	  65.28%	  72.22%	  68.06%	  34.72%	  68.06%	  59.72%	  68.06%	  75.00%	  36.11%	  66.67%	  75.00%	  81.94%	  68.06%	  66.67%	  70.83%	  86.11%	  40.28%	  62.50%	  81.94%	  90.28%	  90.28%	 100.00%	  86.11%	 100.00%	  91.67%	 100.00%	 100.00%	 100.00%	  54.17%	 100.00%	  77.78%	  63.89%	  50.00%	  70.83%	  20.83%	  61.11%	  50.00%	  22.22%	  22.22%	  50.00%	  45.83%	  55.56%	  61.11%	  84.72%	  63.89%	  81.94%	  98.61%	  86.11%	   1.39%	  45.83%	  54.17%	  76.39%	 100.00%	  79.17%	  66.67%	  77.78%	  80.56%	  65.28%	  73.61%	  51.39%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  73.61%	  72.22%	  88.89%	  93.06%	 100.00%	 100.00%	  59.72%	  80.56%	  87.50%	  84.72%	 100.00%	  73.61%	  88.89%	  68.06%	  75.00%	  23.61%	  31.94%	  23.61%	  79.17%	  59.72%	  80.56%	  72.22%	   4.17%	  88.89%	 100.00%	  90.28%	  95.83%	  77.78%	  65.28%	  34.72%	  51.39%	  56.94%	  95.83%	  97.22%	  94.44%	  43.06%	  68.06%	  45.83%	  16.67%	  23.61%	  76.39%	  61.11%	  54.17%	  79.17%	  76.39%	  79.17%	  81.94%	  36.11%	  31.94%	  22.22%	  26.39%	 100.00%	  76.39%	  54.17%	  51.39%	  40.28%	  41.67%	  18.06%	  37.50%	  29.17%	  31.94%	  13.89%	  72.22%	  45.83%	  25.00%	  73.61%	  87.50%	  50.00%	  61.11%	  61.11%	  12.50%	  80.56%	  66.67%	  47.22%	  76.39%	  76.39%	  73.61%	 100.00%	 100.00%	 100.00%	  31.94%	  65.28%	  62.50%	  50.00%	  37.50%	  54.17%	  77.78%	  76.39%	  80.56%	  26.39%	  25.00%	  76.39%	  63.89%	  83.33%	  91.67%	  55.56%	  94.44%	 100.00%	  63.89%	  54.17%	  65.28%	  88.89%	  69.44%	  56.94%	  50.00%	  86.11%	  91.67%	  86.11%	  62.50%	  20.83%	  58.33%	  61.11%	  38.89%	  29.17%	  65.28%	  84.72%	  76.39%	  72.22%	  65.28%	  84.72%	  79.17%	  77.78%	  62.50%	  27.78%	  29.17%	  72.22%	 100.00%	  68.06%	  68.06%	  75.00%	  63.89%	  34.72%	  77.78%	  84.72%	  79.17%	  36.11%	  70.83%	  68.06%	  11.11%	 100.00%	  91.67%	  94.44%	  83.33%	  84.72%	  83.33%	  76.39%	  63.89%	  44.44%	  70.83%	  61.11%	  34.72%	  25.00%	  84.72%	  45.83%	  30.56%	  47.22%	  87.50%	  72.22%	  29.17%	  36.11%	  59.72%	  79.17%	  77.78%	  61.11%	  77.78%	  70.83%	  69.44%	  75.00%	  90.28%	  83.33%	  75.00%	  73.61%	  84.72%	  86.11%	  86.11%	  73.61%	  90.28%	  72.22%	  54.17%	  76.39%	  59.72%	  68.06%	  81.94%	  63.89%	  63.89%	  72.22%	  63.89%	  56.94%	  73.61%	  81.94%	  75.00%	  16.67%	  72.22%	  25.00%	  58.33%	  20.83%	  56.94%	  68.06%	  58.33%	  12.50%	  45.83%	  16.67%	  81.94%	  70.83%	  56.94%	  76.39%	  79.17%	  76.39%	  87.50%	  90.28%	  86.11%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	 100.00%	 100.00%	  87.50%	  69.44%	 100.00%	  69.44%	  38.89%	  65.28%	  62.50%	  76.39%	  80.56%	  55.56%	  65.28%	  38.89%	  69.44%	  52.78%	  55.56%	  45.83%	  55.56%	  75.00%	   8.33%	  65.28%	   4.17%	   9.72%	   6.94%	   6.94%	  72.22%	  11.11%	  72.22%	  83.33%	  90.28%	  65.28%	  83.33%	  79.17%	  91.67%	  50.00%	  72.22%	  44.44%	  50.00%	  52.78%	  83.33%	  84.72%	  86.11%	  77.78%	  16.67%	   2.78%	  59.72%	 100.00%	  90.28%	  84.72%	 100.00%	  76.39%	  79.17%	  30.56%	  48.61%	  70.83%	  62.50%	  93.06%	  97.22%	   9.72%	  72.22%	  87.50%	  65.28%	   0.00%	  41.67%	  37.50%	  34.72%	  56.94%	  50.00%	  45.83%	  55.56%	  65.28%	  55.56%	  51.39%	  55.56%	  34.72%	  87.50%	  43.06%	  26.39%	  52.78%	  43.06%	  72.22%	  79.17%	  75.00%	  63.89%	  63.89%	  63.89%	  30.56%	  43.06%	  70.83%	  45.83%	  69.44%	  45.83%	  86.11%	  70.83%	  69.44%	  79.17%	  87.50%	  70.83%	  79.17%	  76.39%	  40.28%	  73.61%	  79.17%	  79.17%	  80.56%	  76.39%	  75.00%	  77.78%	  84.72%	  76.39%	  52.78%	  69.44%	  68.06%	  83.33%	  75.00%	  18.06%	  16.67%	  86.11%	  79.17%	  68.06%	  86.11%	  77.78%	  63.89%	  20.83%	 100.00%	  90.28%	 100.00%	  91.67%	  77.78%	  90.28%	  93.06%	  66.67%	  66.67%	  44.44%	  34.72%	  45.83%	 100.00%	 100.00%	 100.00%	  68.06%	   5.56%	  80.56%	  66.67%	  51.39%	  38.89%	  75.00%	  40.28%	  69.44%	  54.17%	  23.61%	   0.00%	  70.83%	  45.83%	  61.11%	  48.61%	  63.89%	  76.39%	  20.83%	  90.28%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  58.33%	  79.17%	  79.17%	  76.39%	  62.50%	  75.00%	  77.78%	  66.67%	  69.44%	  65.28%	  73.61%	  88.89%	  66.67%	  65.28%	  63.89%	  55.56%	  30.56%	  29.17%	  55.56%	  86.11%	  73.61%	  63.89%	  95.83%	  25.00%	  23.61%	  25.00%	  18.06%	  26.39%	  88.89%	  86.11%	  59.72%	  76.39%	  59.72%	  72.22%	  47.22%	  68.06%	   0.00%	   5.56%	  43.06%	  75.00%	  86.11%	  81.94%	  20.83%	  59.72%	  86.11%	  95.83%	 100.00%	  97.22%	  83.33%	  62.50%	  66.67%	  63.89%	  93.06%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	   2.78%	  83.33%	  73.61%	  36.11%	  51.39%	  59.72%	  55.56%	  52.78%	  76.39%	  95.83%	 100.00%	  90.28%	  43.06%	  54.17%	  83.33%	  65.28%	  54.17%	  41.67%	  20.83%	  23.61%	  41.67%	  76.39%	  56.94%	  72.22%	  48.61%	  47.22%	  59.72%	  69.44%	  97.22%	 100.00%	 100.00%	  72.22%	  90.28%	  75.00%	  65.28%	  97.22%	  29.17%	  54.17%	  77.78%	  37.50%	  81.94%	  76.39%	  87.50%	  63.89%	  48.61%	  80.56%	  73.61%	  44.44%	  27.78%	  19.44%	  63.89%	  54.17%	  50.00%	  70.83%	  44.44%	  65.28%	  56.94%	  83.33%	  88.89%	  72.22%	  80.56%	  55.56%	  47.22%	  45.83%	  31.94%	  45.83%	  30.56%	  83.33%	  93.06%	 100.00%	  72.22%	  44.44%	  44.44%	  75.00%	  50.00%	  59.72%	 100.00%	  72.22%	  58.33%	  75.00%	  72.22%	  13.89%	  37.50%	  80.56%	  69.44%	  84.72%	  76.39%	  76.39%	
    f1   0.2667	  0.2599	  0.2303	  0.2700	  0.1914	  0.3455	  0.3684	  0.2667	  0.2857	  0.2827	  0.2303	  0.2946	  0.0000	  0.0267	  1.0000	  0.2564	  0.2827	  0.4965	  0.2764	  0.3003	  0.3077	  0.2732	  0.1614	  0.2493	  1.0000	  0.2764	  0.3058	  0.2732	  0.2633	  0.2633	  0.2700	  0.2946	  0.3003	  0.3003	  0.3030	  0.3030	  0.2700	  0.2419	  0.2456	  0.2263	  0.2764	  0.2764	  0.2633	  0.2827	  0.2917	  0.2667	  0.2381	  0.2887	  0.2700	  0.2493	  0.2827	  0.3003	  0.2974	  0.1085	  0.2222	  0.1718	  0.2263	  0.3793	  0.3333	  0.2667	  0.1449	  0.2599	  0.2263	  0.2006	  0.2667	  0.2181	  0.2941	  0.2419	  0.2500	  0.1273	  0.1505	  0.1718	  0.2564	  0.2887	  0.2857	  0.3030	  0.3030	  0.2633	  0.2564	  0.2796	  0.2381	  0.4194	  0.2006	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.2222	  0.2887	  0.3739	  0.2974	  0.3030	  0.1667	  0.2887	  0.2564	  0.3030	  0.2303	  0.2088	  0.2946	  0.2051	  0.2303	  0.3514	  0.4194	  0.2342	  0.2419	  0.2599	  0.2181	  0.2419	  0.2181	  0.2974	  0.2946	  0.2917	  0.2764	  0.2419	  0.4930	  0.4930	  0.4894	  0.4545	  0.2727	  0.3739	  1.0000	  0.4894	  0.1449	  0.2493	  0.2051	  1.0000	  1.0000	  0.4965	  1.0000	  0.4627	  0.4504	  0.3950	  0.3137	  0.3003	  0.3238	  0.3286	  1.0000	  0.3085	  0.3846	  0.2700	  0.2796	  0.2946	  0.2946	  0.3003	  0.2946	  0.0884	  0.3003	  0.2974	  0.3137	  0.3030	  0.2456	  0.2732	  0.2667	  0.2796	  0.2181	  0.2181	  0.3793	  0.3030	  0.2263	  0.1085	  0.0180	  0.0351	  0.0351	  0.2653	  0.2857	  0.4098	  1.0000	  0.2342	  0.2342	  0.1273	  0.1449	  0.0180	  0.1818	  0.4240	  0.2974	  0.3143	  0.2732	  0.2633	  0.1818	  0.3058	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.2917	  0.2667	  0.2827	  0.2917	  1.0000	  0.4783	  0.3628	  0.3684	  0.3143	  0.3793	  0.0741	  0.2564	  0.2342	  0.2456	  0.2827	  0.4286	  0.3137	  0.3950	  0.2303	  0.2732	  0.0513	  0.0513	  0.1505	  0.1273	  0.2764	  0.1333	  0.1449	  0.2796	  0.2633	  0.2493	  0.2342	  0.2700	  0.3188	  0.2222	  0.1961	  0.4783	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2342	  0.2764	  0.2493	  0.2700	  0.4504	  0.2456	  0.1914	  0.4462	  0.4240	  0.2599	  0.4545	  0.2732	  0.0513	  0.0591	  0.0267	  0.1505	  0.2381	  0.2946	  0.2700	  0.4419	  0.2917	  0.2667	  0.2917	  0.2827	  0.2732	  0.1914	  0.2827	  0.4783	  0.2946	  0.3030	  0.4930	  1.0000	  0.2946	  0.1614	  0.1505	  0.1149	  0.2051	  0.1614	  0.1505	  0.1718	  0.2381	  0.1392	  1.0000	  0.2827	  0.1449	  0.1085	  0.2051	  0.3058	  0.2222	  0.3058	  0.2633	  0.1867	  0.1769	  0.2006	  0.2764	  0.2946	  0.1449	  0.2599	  0.2493	  0.4667	  0.2887	  0.1212	  0.2529	  0.2342	  0.2419	  0.2599	  0.1914	  0.2946	  0.2667	  0.2564	  0.1020	  0.2796	  0.2633	  0.2529	  0.2564	  0.1392	  0.3030	  0.2381	  0.2764	  0.2381	  0.2974	  0.2917	  0.2381	  0.2529	  0.2564	  0.2564	  0.2732	  0.2419	  0.2095	  0.2917	  0.3213	  0.2857	  0.2827	  0.3030	  0.3188	  0.3137	  0.3163	  0.2796	  0.4146	  0.2887	  0.2796	  0.2667	  0.2796	  0.2732	  0.1212	  0.3571	  0.2732	  0.2633	  0.2667	  0.0000	  0.1020	  0.2006	  0.2456	  0.2700	  0.2303	  0.2381	  0.2871	  0.2700	  0.2764	  0.1449	  0.0000	  0.3514	  0.2764	  0.2764	  0.1392	  0.1961	  0.2381	  0.2222	  0.3628	  1.0000	  0.4706	  1.0000	  1.0000	  0.1914	  0.2181	  0.1718	  0.2529	  0.2138	  0.2577	  0.2000	  0.4545	  0.2222	  0.1961	  0.2303	  1.0000	  0.3030	  0.2138	  0.1392	  0.2732	  0.3262	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2181	  0.2827	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.4545	  0.4286	  0.2419	  0.2764	  0.2303	  0.3394	  0.2263	  0.2381	  0.2419	  0.2700	  0.2006	  0.2887	  0.4586	  0.4820	  0.1718	  0.2633	  0.2564	  0.3003	  0.2456	  0.2529	  0.2700	  0.2857	  0.2764	  0.2974	  0.3077	  0.2800	  0.1667	  0.3058	  0.2381	  0.2700	  0.2633	  0.2181	  0.2006	  0.2974	  0.3085	  0.2796	  0.2051	  0.2138	  0.2303	  0.2827	  0.0813	  0.2857	  0.2529	  0.3058	  0.2917	  0.0591	  0.2051	  0.2419	  0.2667	  0.3846	  0.2599	  0.2796	  0.2917	  0.2263	  0.2051	  0.2564	  0.2633	  0.2006	  0.2342	  0.2887	  0.3137	  0.1667	  0.2946	  0.2796	  0.2857	  0.2564	  0.2700	  0.3030	  0.2181	  0.3058	  0.2946	  0.3394	  0.2887	  0.1614	  0.3111	  0.3085	  0.1505	  0.1392	  0.2667	  0.2564	  0.2700	  0.1449	  1.0000	  0.4930	  0.2493	  0.2796	  0.3003	  0.3030	  0.4706	  0.4667	  0.4667	  0.2764	  0.0267	  0.4857	  0.2419	  0.0267	  0.2419	  0.3003	  0.4857	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.3950	  1.0000	  0.2917	  0.3058	  0.2700	  0.0667	  0.2974	  0.2917	  0.2917	  0.2946	  0.2887	  0.2827	  0.3058	  0.2342	  0.4745	  0.2667	  0.4331	  0.4667	  0.2974	  0.2827	  0.2764	  0.2700	  0.1961	  0.4820	  0.3030	  0.2857	  0.2827	  0.2917	  0.4667	  0.3085	  0.0000	  0.3238	  0.4930	  0.2796	  0.2827	  0.1449	  0.1020	  0.2732	  0.2796	  0.2917	  0.3085	  0.2764	  0.2732	  0.2974	  0.2456	  0.2181	  0.3188	  0.3003	  0.3003	  0.2887	  0.2419	  0.2138	  0.3213	  0.2222	  0.2342	  0.2381	  0.2529	  0.2827	  0.4820	  0.2700	  0.2564	  0.2564	  0.1560	  0.3793	  0.3058	  0.1273	  0.1961	  0.3085	  1.0000	  0.4706	  0.2006	  0.0591	  0.3188	  0.2493	  0.0813	  0.4504	  0.4146	  0.2974	  0.2529	  0.2946	  0.2917	  0.2857	  0.1914	  0.2006	  0.2564	  0.2095	  0.1867	  0.2381	  0.0513	  0.0952	  0.0741	  0.0813	  0.1020	  0.0741	  0.2796	  0.3213	  0.3111	  0.4504	  0.4462	  0.4331	  0.1614	  0.4462	  0.2827	  0.2667	  0.3739	  0.2887	  0.4820	  0.1212	  0.2857	  0.2917	  0.4194	  0.2857	  0.2700	  0.2700	  0.3003	  0.2917	  0.2857	  0.2887	  0.2827	  0.2887	  0.1614	  0.2796	  0.3950	  0.3898	  0.3003	  0.2181	  0.2051	  0.3058	  0.2946	  0.2857	  0.2700	  1.0000	  0.2917	  0.2974	  0.2974	  0.2419	  0.2381	  0.2263	  0.1614	  0.3137	  0.3085	  0.3085	  0.3085	  0.2796	  0.2456	  0.1867	  0.4504	  0.3846	  0.4098	  0.2700	  0.3058	  0.2827	  0.3003	  0.2917	  0.4930	  0.2764	  0.2667	  0.2599	  0.2796	  0.1505	  0.2827	  0.2974	  0.2732	  0.2857	  0.2857	  0.2006	  0.1961	  0.1769	  0.3058	  0.2796	  0.2529	  0.2564	  0.2303	  0.2138	  0.2667	  0.2732	  0.2887	  0.2633	  0.2456	  0.2667	  0.2796	  0.2493	  0.2667	  0.3058	  0.3793	  0.2263	  0.2974	  0.2599	  0.0813	  0.2381	  0.2857	  0.1149	  0.0180	  0.1149	  0.2796	  0.2222	  0.2700	  0.2138	  0.4930	  0.4894	  0.4462	  0.4965	  0.3262	  0.3030	  0.2827	  0.3514	  0.2263	  0.2700	  0.1273	  0.2138	  0.2051	  0.2095	  0.2599	  0.2887	  0.3188	  0.2599	  0.2667	  0.2764	  0.1085	  0.3085	  0.2493	  0.2529	  0.2667	  0.1914	  0.2181	  0.1667	  0.1614	  0.0813	  0.2006	  0.2138	  0.2796	  0.2700	  1.0000	  0.2857	  0.4586	  0.4894	  0.2342	  0.0591	  0.1273	  0.2974	  0.4098	  0.3208	  0.2303	  0.3030	  0.3111	  0.3030	  0.2222	  0.2946	  0.3058	  0.2456	  0.2917	  0.2564	  0.1667	  0.2564	  0.2381	  0.2564	  0.2138	  0.0741	  0.2303	  1.0000	  1.0000	  1.0000	  0.4504	  0.2917	  0.3514	  0.2667	  0.2381	  0.1818	  0.1724	  0.1724	  0.1818	  0.4667	  0.3213	  0.3085	  0.2917	  0.2887	  0.3188	  0.3030	  0.2946	  0.4820	  0.4745	  0.2263	  0.2222	  0.1560	  0.2700	  0.2633	  0.2456	  0.2700	  0.1867	  0.2095	  0.2419	  0.1769	  0.2138	  0.2138	  0.2006	  0.2051	  0.1818	  0.2564	  0.2342	  0.2303	  0.2887	  0.2887	  0.2564	  0.2263	  0.1333	  0.1333	  0.2529	  0.2857	  0.2946	  0.3058	  0.2493	  0.2796	  0.3628	  0.3137	  0.2917	  0.4240	  0.2051	  0.2667	  0.2529	  0.2564	  0.0433	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.4462	  0.1910	  0.2887	  0.2138	  0.0351	  0.2764	  0.2941	  0.3111	  1.0000	  0.2764	  0.3111	  0.1392	  0.2342	  0.2006	  0.2181	  0.3030	  0.2796	  0.2342	  0.2419	  0.2667	  0.2303	  0.2857	  0.2857	  0.2887	  0.2456	  0.2633	  0.2700	  0.2827	  0.2974	  1.0000	  0.2342	  0.1333	  0.1449	  0.2946	  0.3030	  0.3188	  0.4331	  0.2887	  0.2095	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  0.3003	  1.0000	  0.4965	  1.0000	  0.4857	  0.3333	  0.1914	  0.3571	  0.3514	  0.2917	  0.3058	  0.2732	  0.2303	  0.2263	  0.1867	  0.2006	  0.2700	  0.1867	  0.3010	  0.2493	  0.2051	  0.0952	  0.2088	  0.2827	  0.2974	  0.3286	  1.0000	  0.3003	  0.2917	  0.2138	  0.2857	  0.2493	  0.3898	  0.3030	  0.2974	  0.4375	  0.4820	  0.2667	  0.1000	  0.2564	  0.2633	  0.2974	  0.1085	  0.2564	  0.2917	  0.2529	  0.2764	  0.2700	  0.2796	  0.2857	  0.2633	  0.2796	  0.2700	  0.1718	  0.2700	  0.3739	  0.2700	  0.2857	  0.1769	  0.2667	  0.2857	  0.3003	  0.2700	  0.4000	  0.4146	  0.3085	  0.1914	  0.2564	  0.3003	  0.4745	  0.4745	  1.0000	  0.3085	  1.0000	  0.4783	  1.0000	  1.0000	  1.0000	  0.2342	  1.0000	  0.2917	  0.3898	  0.3333	  0.2764	  0.1149	  0.2529	  0.2222	  0.1212	  0.1212	  0.3333	  0.2095	  0.2381	  0.2529	  0.3058	  0.2599	  0.4504	  0.4965	  0.4627	  0.0091	  0.3143	  0.2342	  0.4331	  1.0000	  0.2946	  0.2667	  0.2917	  0.2974	  0.2633	  0.2827	  0.3394	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.2827	  0.2796	  0.4706	  0.4820	  1.0000	  1.0000	  0.2493	  0.4462	  0.3111	  0.3058	  1.0000	  0.2827	  0.4706	  0.4050	  0.2857	  0.1273	  0.1614	  0.1273	  0.2946	  0.2493	  0.2974	  0.2796	  0.0267	  0.3137	  1.0000	  0.4745	  0.4894	  0.2917	  0.2633	  0.1718	  0.2263	  0.2419	  0.4894	  0.4930	  0.4857	  0.2006	  0.2700	  0.2095	  0.0952	  0.1273	  0.2887	  0.3793	  0.2342	  0.4419	  0.2887	  0.4419	  0.3003	  0.1769	  0.1614	  0.1212	  0.1392	  1.0000	  0.2887	  0.2342	  0.2263	  0.1914	  0.1961	  0.1020	  0.1818	  0.1505	  0.1614	  0.0813	  0.2796	  0.2095	  0.1333	  0.2827	  0.3111	  0.2222	  0.2529	  0.2529	  0.0741	  0.2974	  0.2667	  0.2138	  0.2887	  0.2887	  0.2827	  1.0000	  1.0000	  1.0000	  0.2421	  0.2633	  0.2564	  0.2222	  0.1818	  0.2342	  0.2917	  0.2887	  0.4462	  0.1392	  0.2000	  0.2887	  0.2599	  0.3030	  0.3188	  0.2381	  0.3238	  1.0000	  0.2599	  0.2342	  0.2633	  0.3137	  0.2732	  0.2419	  0.2222	  0.3085	  0.3188	  0.3085	  0.2564	  0.1149	  0.2456	  0.2529	  0.1867	  0.1505	  0.2633	  0.3058	  0.2887	  0.2796	  0.2633	  0.3058	  0.2946	  0.2917	  0.2564	  0.1449	  0.1505	  0.4194	  1.0000	  0.2700	  0.2700	  0.2857	  0.2599	  0.1718	  0.2917	  0.3058	  0.2946	  0.1769	  0.2764	  0.2700	  0.0667	  1.0000	  0.4783	  0.3238	  0.3030	  0.3058	  0.3030	  0.4331	  0.2599	  0.3077	  0.2764	  0.2529	  0.1718	  0.1333	  0.3058	  0.2095	  0.1560	  0.2138	  0.3111	  0.2796	  0.1505	  0.1769	  0.2493	  0.2946	  0.2917	  0.2529	  0.2917	  0.2764	  0.2732	  0.2857	  0.3163	  0.3030	  0.2857	  0.2827	  0.3058	  0.3085	  0.3085	  0.2827	  0.4745	  0.2796	  0.2342	  0.2887	  0.2493	  0.2700	  0.3003	  0.2599	  0.2599	  0.2796	  0.2599	  0.2419	  0.2827	  0.4504	  0.2857	  0.0952	  0.2796	  0.1333	  0.2456	  0.1149	  0.2419	  0.2700	  0.2456	  0.0741	  0.2095	  0.0952	  0.3003	  0.2764	  0.2419	  0.2887	  0.2946	  0.2887	  0.4667	  0.3163	  0.4627	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  1.0000	  1.0000	  0.4667	  0.2732	  1.0000	  0.2732	  0.1867	  0.2633	  0.2564	  0.2887	  0.2974	  0.2381	  0.2633	  0.1867	  0.4098	  0.2303	  0.2381	  0.2095	  0.2381	  0.2857	  0.0513	  0.2633	  0.0267	  0.0591	  0.0433	  0.0433	  0.2796	  0.0667	  0.2796	  0.3030	  0.3163	  0.3950	  0.4545	  0.4419	  0.3188	  0.2222	  0.2796	  0.3077	  0.2222	  0.3455	  0.3030	  0.3058	  0.4627	  0.2917	  0.0952	  0.0180	  0.2493	  1.0000	  0.4745	  0.3058	  1.0000	  0.2887	  0.4419	  0.1560	  0.3271	  0.2764	  0.3846	  0.4820	  0.4930	  0.0591	  0.2796	  0.3111	  0.3950	  0.0000	  0.1961	  0.1818	  0.1718	  0.2419	  0.2222	  0.2095	  0.2381	  0.2633	  0.2381	  0.2263	  0.2381	  0.1718	  0.3111	  0.2006	  0.1392	  0.2303	  0.2006	  0.2796	  0.2946	  0.2857	  0.2599	  0.2599	  0.2599	  0.1560	  0.2006	  0.2764	  0.3143	  0.2732	  0.3143	  0.3085	  0.4146	  0.4098	  0.2946	  0.3111	  0.4146	  0.2946	  0.2887	  0.1914	  0.2827	  0.2946	  0.2946	  0.2974	  0.4331	  0.2857	  0.2917	  0.3058	  0.4331	  0.3455	  0.2732	  0.2700	  0.3030	  0.2857	  0.1020	  0.0952	  0.3085	  0.2946	  0.2700	  0.3085	  0.2917	  0.2599	  0.1149	  1.0000	  0.4745	  1.0000	  0.4783	  0.2917	  0.4745	  0.4820	  0.2667	  0.2667	  0.2051	  0.1718	  0.2095	  1.0000	  1.0000	  1.0000	  0.4050	  0.0351	  0.2974	  0.2667	  0.2263	  0.1867	  0.4286	  0.1914	  0.2732	  0.2342	  0.1273	  0.0000	  0.2764	  0.3143	  0.3793	  0.3271	  0.2599	  0.2887	  0.1149	  0.4745	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.2456	  0.2946	  0.2946	  0.2887	  0.2564	  0.2857	  0.2917	  0.2667	  0.2732	  0.2633	  0.2827	  0.3137	  0.2667	  0.3950	  0.3898	  0.2381	  0.1560	  0.1505	  0.2381	  0.3085	  0.2827	  0.2599	  0.4894	  0.1333	  0.1273	  0.1333	  0.1020	  0.1392	  0.3137	  0.3085	  0.2493	  0.4331	  0.3739	  0.2796	  0.2138	  0.4050	  0.0000	  0.0351	  0.2006	  0.4286	  0.4627	  0.4504	  0.1149	  0.2493	  0.3085	  0.4894	  1.0000	  0.4930	  0.3030	  0.2564	  0.2667	  0.2599	  0.4820	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.0180	  0.4545	  0.2827	  0.1769	  0.2263	  0.2493	  0.2381	  0.2303	  0.2887	  0.4894	  1.0000	  0.3163	  0.2006	  0.2342	  0.3030	  0.3950	  0.2342	  0.1961	  0.1149	  0.1273	  0.1961	  0.2887	  0.2419	  0.2796	  0.2181	  0.2138	  0.2493	  0.2732	  0.4930	  1.0000	  1.0000	  0.2796	  0.4745	  0.4286	  0.2633	  0.4930	  0.1505	  0.2342	  0.2917	  0.1818	  0.3003	  0.2887	  0.3111	  0.2599	  0.2181	  0.2974	  0.2827	  0.2051	  0.1449	  0.1085	  0.2599	  0.2342	  0.2222	  0.2764	  0.2051	  0.2633	  0.2419	  0.3030	  0.4706	  0.2796	  0.4462	  0.2381	  0.2138	  0.2095	  0.1614	  0.2095	  0.1560	  0.3030	  0.4820	  1.0000	  0.2796	  0.2051	  0.2051	  0.2857	  0.2222	  0.2493	  1.0000	  0.2796	  0.2456	  0.2857	  0.2796	  0.0813	  0.1818	  0.2974	  0.4098	  0.3058	  0.2887	  0.2887	

------
prediction result:
confusion matrix:
[[0.01407236 0.13124725 0.02253963]
 [0.0215397  0.5972314  0.0587755 ]
 [0.00864157 0.11300088 0.03295171]]
f1 on test:    0.38804762113981356
f1 on test:    0.6442554674886247 (micro)
f1 on KB:      0.38798815295711053
integrated f1: 0.38801340099822995, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 1534. 14307.  2457.]
 [ 2348. 65103.  6407.]
 [  942. 12318.  3592.]]
f1 on test:    0.3538974223751703
f1 on test:    0.6727487890797006 (micro)
f1 on KB:      0.5978310255119926
integrated f1: 0.4942519329958716, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



ABL loop 2
--------------------
label        0	       1	       2	       3	       4	       5	       6	       7	       8	       9	      10	      11	      12	      13	      14	      15	      16	      17	      18	      19	      20	      21	      22	      23	      24	      25	      26	      27	      28	      29	      30	      31	      32	      33	      34	      35	      36	      37	      38	      39	      40	      41	      42	      43	      44	      45	      46	      47	      48	      49	      50	      51	      52	      53	      54	      55	      56	      57	      58	      59	      60	      61	      62	      63	      64	      65	      66	      67	      68	      69	      70	      71	      72	      73	      74	      75	      76	      77	      78	      79	      80	      81	      82	      83	      84	      85	      86	      87	      88	      89	      90	      91	      92	      93	      94	      95	      96	      97	      98	      99	     100	     101	     102	     103	     104	     105	     106	     107	     108	     109	     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776	     777	     778	     779	     780	     781	     782	     783	     784	     785	     786	     787	     788	     789	     790	     791	     792	     793	     794	     795	     796	     797	     798	     799	     800	     801	     802	     803	     804	     805	     806	     807	     808	     809	     810	     811	     812	     813	     814	     815	     816	     817	     818	     819	     820	     821	     822	     823	     824	     825	     826	     827	     828	     829	     830	     831	     832	     833	     834	     835	     836	     837	     838	     839	     840	     841	     842	     843	     844	     845	     846	     847	     848	     849	     850	     851	     852	     853	     854	     855	     856	     857	     858	     859	     860	     861	     862	     863	     864	     865	     866	     867	     868	     869	     870	     871	     872	     873	     874	     875	     876	     877	     878	     879	     880	     881	     882	     883	     884	     885	     886	     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998	     999	    1000	    1001	    1002	    1003	    1004	    1005	    1006	    1007	    1008	    1009	    1010	    1011	    1012	    1013	    1014	    1015	    1016	    1017	    1018	    1019	    1020	    1021	    1022	    1023	    1024	    1025	    1026	    1027	    1028	    1029	    1030	    1031	    1032	    1033	    1034	    1035	    1036	    1037	    1038	    1039	    1040	    1041	    1042	    1043	    1044	    1045	    1046	    1047	    1048	    1049	    1050	    1051	    1052	    1053	    1054	    1055	    1056	    1057	    1058	    1059	    1060	    1061	    1062	    1063	    1064	    1065	    1066	    1067	    1068	    1069	    1070	    1071	    1072	    1073	    1074	    1075	    1076	    1077	    1078	    1079	    1080	    1081	    1082	    1083	    1084	    1085	    1086	    1087	    1088	    1089	    1090	    1091	    1092	    1093	    1094	    1095	    1096	    1097	    1098	    1099	    1100	    1101	    1102	    1103	    1104	    1105	    1106	    1107	    1108	    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   acc   66.67%	  63.89%	  52.78%	  68.06%	  40.28%	  52.78%	  58.33%	  66.67%	  75.00%	  73.61%	  52.78%	  79.17%	   0.00%	   4.17%	 100.00%	  62.50%	  73.61%	  98.61%	  70.83%	  81.94%	  44.44%	  69.44%	  31.94%	  59.72%	 100.00%	  70.83%	  84.72%	  69.44%	  65.28%	  65.28%	  68.06%	  79.17%	  81.94%	  81.94%	  83.33%	  83.33%	  68.06%	  56.94%	  58.33%	  51.39%	  70.83%	  70.83%	  65.28%	  73.61%	  77.78%	  66.67%	  55.56%	  76.39%	  68.06%	  59.72%	  73.61%	  81.94%	  80.56%	  68.06%	  50.00%	  54.17%	  51.39%	  61.11%	  50.00%	  66.67%	  27.78%	  63.89%	  51.39%	  43.06%	  66.67%	  48.61%	  41.67%	  56.94%	  33.33%	  23.61%	  29.17%	  34.72%	  62.50%	  76.39%	  75.00%	  83.33%	  83.33%	  65.28%	  62.50%	  72.22%	  55.56%	  72.22%	  43.06%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  50.00%	  76.39%	  59.72%	  80.56%	  83.33%	  33.33%	  76.39%	  62.50%	  83.33%	  52.78%	  26.39%	  79.17%	  44.44%	  52.78%	  54.17%	  72.22%	  54.17%	  56.94%	  63.89%	  48.61%	  56.94%	  48.61%	  80.56%	  79.17%	  77.78%	  70.83%	  56.94%	  97.22%	  97.22%	  95.83%	  83.33%	  37.50%	  59.72%	 100.00%	  95.83%	  27.78%	  59.72%	  44.44%	 100.00%	 100.00%	  98.61%	 100.00%	  86.11%	  81.94%	  65.28%	  88.89%	  81.94%	  94.44%	  97.22%	 100.00%	  86.11%	  62.50%	  68.06%	  72.22%	  79.17%	  79.17%	  81.94%	  79.17%	  56.94%	  81.94%	  80.56%	  88.89%	  83.33%	  58.33%	  69.44%	  66.67%	  72.22%	  48.61%	  48.61%	  61.11%	  83.33%	  51.39%	  19.44%	   2.78%	   5.56%	   5.56%	  36.11%	  75.00%	  69.44%	 100.00%	  54.17%	  54.17%	  23.61%	  27.78%	  56.94%	  37.50%	  73.61%	  80.56%	  45.83%	  69.44%	  65.28%	  37.50%	  84.72%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	  77.78%	  66.67%	  73.61%	  77.78%	 100.00%	  91.67%	  56.94%	  58.33%	  45.83%	  61.11%	  12.50%	  62.50%	  54.17%	  58.33%	  73.61%	  75.00%	  88.89%	  65.28%	  52.78%	  69.44%	   8.33%	   8.33%	  29.17%	  23.61%	  70.83%	  25.00%	  27.78%	  72.22%	  65.28%	  59.72%	  54.17%	  68.06%	  91.67%	  50.00%	  41.67%	  91.67%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  54.17%	  70.83%	  59.72%	  68.06%	  81.94%	  58.33%	  40.28%	  80.56%	  73.61%	  63.89%	  83.33%	  69.44%	   8.33%	   9.72%	   4.17%	  29.17%	  55.56%	  79.17%	  68.06%	  79.17%	  77.78%	  66.67%	  77.78%	  73.61%	  69.44%	  40.28%	  73.61%	  91.67%	  79.17%	  83.33%	  97.22%	 100.00%	  79.17%	  31.94%	  29.17%	  20.83%	  44.44%	  31.94%	  29.17%	  34.72%	  55.56%	  26.39%	 100.00%	  73.61%	  27.78%	  19.44%	  44.44%	  84.72%	  50.00%	  84.72%	  65.28%	  38.89%	  36.11%	  43.06%	  70.83%	  79.17%	  27.78%	  63.89%	  59.72%	  87.50%	  76.39%	  22.22%	  61.11%	  54.17%	  56.94%	  63.89%	  40.28%	  79.17%	  66.67%	  62.50%	  18.06%	  72.22%	  65.28%	  61.11%	  62.50%	  26.39%	  83.33%	  55.56%	  70.83%	  55.56%	  80.56%	  77.78%	  55.56%	  61.11%	  62.50%	  62.50%	  69.44%	  56.94%	  45.83%	  77.78%	  93.06%	  75.00%	  73.61%	  83.33%	  91.67%	  88.89%	  90.28%	  72.22%	  70.83%	  76.39%	  72.22%	  66.67%	  72.22%	  69.44%	  22.22%	  55.56%	  69.44%	  65.28%	  66.67%	  52.78%	  18.06%	  43.06%	  58.33%	  68.06%	  52.78%	  55.56%	  40.28%	  68.06%	  70.83%	  27.78%	  43.06%	  54.17%	  70.83%	  70.83%	  41.67%	  41.67%	  55.56%	  50.00%	  56.94%	 100.00%	  88.89%	 100.00%	 100.00%	  40.28%	  48.61%	  34.72%	  61.11%	  47.22%	  34.72%	  25.00%	  83.33%	  50.00%	  41.67%	  52.78%	 100.00%	  83.33%	  47.22%	  26.39%	  69.44%	  95.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  48.61%	  73.61%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	  83.33%	  75.00%	  56.94%	  70.83%	  52.78%	  51.39%	  51.39%	  55.56%	  56.94%	  68.06%	  43.06%	  76.39%	  84.72%	  93.06%	  34.72%	  65.28%	  62.50%	  81.94%	  58.33%	  61.11%	  68.06%	  75.00%	  70.83%	  80.56%	  44.44%	  38.89%	  33.33%	  84.72%	  55.56%	  68.06%	  65.28%	  48.61%	  43.06%	  80.56%	  86.11%	  72.22%	  44.44%	  47.22%	  52.78%	  73.61%	  13.89%	  75.00%	  61.11%	  84.72%	  77.78%	  43.06%	  44.44%	  56.94%	  66.67%	  62.50%	  63.89%	  72.22%	  77.78%	  51.39%	  40.28%	  62.50%	  65.28%	  43.06%	  40.28%	  76.39%	  88.89%	  33.33%	  79.17%	  72.22%	  75.00%	  62.50%	  68.06%	  83.33%	  48.61%	  84.72%	  79.17%	  51.39%	  76.39%	  31.94%	  87.50%	  86.11%	  29.17%	  26.39%	  66.67%	  62.50%	  68.06%	  27.78%	 100.00%	  97.22%	  59.72%	  72.22%	  81.94%	  83.33%	  88.89%	  87.50%	  87.50%	  70.83%	   4.17%	  94.44%	  56.94%	   4.17%	  56.94%	  81.94%	  94.44%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  65.28%	 100.00%	  77.78%	  84.72%	  68.06%	  11.11%	  80.56%	  77.78%	  77.78%	  79.17%	  76.39%	  73.61%	  84.72%	  54.17%	  90.28%	  66.67%	  76.39%	  87.50%	  80.56%	  73.61%	  70.83%	  68.06%	  41.67%	  93.06%	  83.33%	  75.00%	  73.61%	  77.78%	  87.50%	  86.11%	   0.00%	  94.44%	  97.22%	  72.22%	  73.61%	  27.78%	  18.06%	  69.44%	  72.22%	  77.78%	  86.11%	  70.83%	  69.44%	  80.56%	  58.33%	  48.61%	  91.67%	  81.94%	  81.94%	  76.39%	  56.94%	  47.22%	  93.06%	  50.00%	  54.17%	  55.56%	  61.11%	  73.61%	  93.06%	  68.06%	  62.50%	  62.50%	  30.56%	  61.11%	  84.72%	  23.61%	  41.67%	  86.11%	 100.00%	  88.89%	  43.06%	   9.72%	  91.67%	  59.72%	  48.61%	  81.94%	  70.83%	  80.56%	  61.11%	  79.17%	  77.78%	  75.00%	  40.28%	  43.06%	  62.50%	  45.83%	  38.89%	  55.56%	   8.33%	  16.67%	  12.50%	  13.89%	  18.06%	  12.50%	  72.22%	  93.06%	  87.50%	  81.94%	  80.56%	  76.39%	  31.94%	  80.56%	  73.61%	  66.67%	  59.72%	  76.39%	  93.06%	  22.22%	  75.00%	  77.78%	  72.22%	  75.00%	  68.06%	  68.06%	  81.94%	  77.78%	  75.00%	  76.39%	  73.61%	  76.39%	  31.94%	  72.22%	  65.28%	  63.89%	  81.94%	  48.61%	  44.44%	  84.72%	  79.17%	  75.00%	  68.06%	 100.00%	  77.78%	  80.56%	  80.56%	  56.94%	  31.94%	  51.39%	  31.94%	  88.89%	  86.11%	  86.11%	  86.11%	  72.22%	  58.33%	  38.89%	  81.94%	  62.50%	  30.56%	  68.06%	  84.72%	  73.61%	  81.94%	  77.78%	  97.22%	  70.83%	  66.67%	  63.89%	  72.22%	  29.17%	  73.61%	  80.56%	  69.44%	  75.00%	  75.00%	  43.06%	  41.67%	  36.11%	  84.72%	  72.22%	  61.11%	  62.50%	  52.78%	  47.22%	  66.67%	  69.44%	  76.39%	  65.28%	  58.33%	  66.67%	  72.22%	  59.72%	  66.67%	  84.72%	  61.11%	  51.39%	  80.56%	  63.89%	  13.89%	  55.56%	  75.00%	  20.83%	   2.78%	  20.83%	  72.22%	  50.00%	  68.06%	  47.22%	  97.22%	  95.83%	  80.56%	  98.61%	  95.83%	  83.33%	  73.61%	  54.17%	  51.39%	  68.06%	  23.61%	  47.22%	  44.44%	  45.83%	  63.89%	  76.39%	  91.67%	  63.89%	  66.67%	  70.83%	  19.44%	  86.11%	  59.72%	  61.11%	  66.67%	  40.28%	  48.61%	  33.33%	  31.94%	  13.89%	  43.06%	  47.22%	  72.22%	  68.06%	 100.00%	  75.00%	  84.72%	  95.83%	  54.17%	   9.72%	  23.61%	  80.56%	  69.44%	  47.22%	  52.78%	  83.33%	  87.50%	  83.33%	  50.00%	  79.17%	  84.72%	  58.33%	  77.78%	  62.50%	  33.33%	  62.50%	  55.56%	  62.50%	  47.22%	  45.83%	  40.28%	 100.00%	 100.00%	 100.00%	  81.94%	  77.78%	  54.17%	  66.67%	  55.56%	  22.22%	  20.83%	  20.83%	  22.22%	  87.50%	  93.06%	  86.11%	  77.78%	  76.39%	  91.67%	  83.33%	  79.17%	  93.06%	  90.28%	  51.39%	  50.00%	  30.56%	  68.06%	  65.28%	  58.33%	  68.06%	  38.89%	  45.83%	  56.94%	  36.11%	  47.22%	  47.22%	  43.06%	  44.44%	  37.50%	  62.50%	  54.17%	  52.78%	  76.39%	  76.39%	  62.50%	  51.39%	  25.00%	  25.00%	  61.11%	  75.00%	  79.17%	  84.72%	  59.72%	  72.22%	  56.94%	  88.89%	  77.78%	  73.61%	  44.44%	  66.67%	  61.11%	  62.50%	   6.94%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  80.56%	  23.61%	  76.39%	  47.22%	   5.56%	  70.83%	  41.67%	  87.50%	 100.00%	  70.83%	  87.50%	  26.39%	  54.17%	  43.06%	  48.61%	  83.33%	  72.22%	  54.17%	  56.94%	  66.67%	  52.78%	  75.00%	  75.00%	  76.39%	  58.33%	  65.28%	  68.06%	  73.61%	  80.56%	 100.00%	  54.17%	  25.00%	  27.78%	  79.17%	  83.33%	  91.67%	  76.39%	  76.39%	  45.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	  81.94%	 100.00%	  98.61%	 100.00%	  94.44%	  50.00%	  40.28%	  55.56%	  54.17%	  77.78%	  84.72%	  69.44%	  52.78%	  51.39%	  38.89%	  43.06%	  68.06%	  38.89%	  43.06%	  59.72%	  44.44%	  25.00%	  26.39%	  73.61%	  80.56%	  97.22%	 100.00%	  81.94%	  77.78%	  47.22%	  75.00%	  59.72%	  63.89%	  83.33%	  80.56%	  77.78%	  93.06%	  66.67%	  11.11%	  62.50%	  65.28%	  80.56%	  19.44%	  62.50%	  77.78%	  61.11%	  70.83%	  68.06%	  72.22%	  75.00%	  65.28%	  72.22%	  68.06%	  34.72%	  68.06%	  59.72%	  68.06%	  75.00%	  36.11%	  66.67%	  75.00%	  81.94%	  68.06%	  66.67%	  70.83%	  86.11%	  40.28%	  62.50%	  81.94%	  90.28%	  90.28%	 100.00%	  86.11%	 100.00%	  91.67%	 100.00%	 100.00%	 100.00%	  54.17%	 100.00%	  77.78%	  63.89%	  50.00%	  70.83%	  20.83%	  61.11%	  50.00%	  22.22%	  22.22%	  50.00%	  45.83%	  55.56%	  61.11%	  84.72%	  63.89%	  81.94%	  98.61%	  86.11%	  38.89%	  45.83%	  54.17%	  76.39%	 100.00%	  79.17%	  66.67%	  77.78%	  80.56%	  65.28%	  73.61%	  51.39%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  73.61%	  72.22%	  88.89%	  93.06%	 100.00%	 100.00%	  59.72%	  80.56%	  87.50%	  84.72%	 100.00%	  73.61%	  88.89%	  68.06%	  75.00%	  23.61%	  31.94%	  23.61%	  79.17%	  59.72%	  80.56%	  72.22%	  51.39%	  88.89%	 100.00%	  90.28%	  95.83%	  77.78%	  65.28%	  34.72%	  51.39%	  56.94%	  95.83%	  97.22%	  94.44%	  43.06%	  68.06%	  45.83%	  16.67%	  48.61%	  76.39%	  61.11%	  54.17%	  79.17%	  76.39%	  79.17%	  81.94%	  36.11%	  31.94%	  22.22%	  26.39%	 100.00%	  76.39%	  54.17%	  51.39%	  40.28%	  41.67%	  18.06%	  37.50%	  29.17%	  31.94%	  13.89%	  72.22%	  45.83%	  25.00%	  73.61%	  87.50%	  50.00%	  61.11%	  61.11%	  12.50%	  80.56%	  66.67%	  47.22%	  76.39%	  76.39%	  73.61%	 100.00%	 100.00%	 100.00%	  31.94%	  65.28%	  62.50%	  50.00%	  37.50%	  54.17%	  77.78%	  76.39%	  80.56%	  26.39%	  25.00%	  76.39%	  63.89%	  83.33%	  91.67%	  55.56%	  94.44%	 100.00%	  63.89%	  54.17%	  65.28%	  88.89%	  69.44%	  56.94%	  50.00%	  86.11%	  91.67%	  86.11%	  62.50%	  20.83%	  58.33%	  61.11%	  38.89%	  29.17%	  65.28%	  84.72%	  76.39%	  72.22%	  65.28%	  84.72%	  79.17%	  77.78%	  62.50%	  27.78%	  29.17%	  72.22%	 100.00%	  68.06%	  68.06%	  75.00%	  63.89%	  34.72%	  77.78%	  84.72%	  79.17%	  54.17%	  70.83%	  68.06%	  77.78%	 100.00%	  91.67%	  94.44%	  83.33%	  84.72%	  83.33%	  76.39%	  63.89%	  44.44%	  70.83%	  61.11%	  34.72%	  25.00%	  84.72%	  45.83%	  30.56%	  47.22%	  87.50%	  72.22%	  29.17%	  36.11%	  59.72%	  79.17%	  77.78%	  61.11%	  77.78%	  70.83%	  69.44%	  75.00%	  90.28%	  83.33%	  75.00%	  73.61%	  84.72%	  86.11%	  86.11%	  73.61%	  90.28%	  72.22%	  54.17%	  76.39%	  59.72%	  68.06%	  81.94%	  63.89%	  63.89%	  72.22%	  63.89%	  56.94%	  73.61%	  81.94%	  75.00%	  16.67%	  72.22%	  25.00%	  58.33%	  20.83%	  56.94%	  68.06%	  58.33%	  12.50%	  45.83%	  16.67%	  81.94%	  70.83%	  56.94%	  76.39%	  79.17%	  76.39%	  87.50%	  90.28%	  86.11%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	 100.00%	 100.00%	  87.50%	  69.44%	 100.00%	  69.44%	  38.89%	  65.28%	  62.50%	  76.39%	  80.56%	  55.56%	  65.28%	  38.89%	  69.44%	  52.78%	  55.56%	  45.83%	  55.56%	  75.00%	   8.33%	  65.28%	   4.17%	   9.72%	   6.94%	   6.94%	  72.22%	  11.11%	  72.22%	  83.33%	  90.28%	  65.28%	  83.33%	  79.17%	  91.67%	  50.00%	  72.22%	  44.44%	  50.00%	  52.78%	  83.33%	  84.72%	  86.11%	  77.78%	  16.67%	   2.78%	  59.72%	 100.00%	  90.28%	  84.72%	 100.00%	  76.39%	  79.17%	  30.56%	  48.61%	  70.83%	  62.50%	  93.06%	  97.22%	  73.61%	  72.22%	  87.50%	  65.28%	   0.00%	  41.67%	  37.50%	  34.72%	  56.94%	  50.00%	  45.83%	  55.56%	  65.28%	  55.56%	  51.39%	  55.56%	  34.72%	  87.50%	  43.06%	  26.39%	  52.78%	  43.06%	  72.22%	  79.17%	  75.00%	  63.89%	  63.89%	  63.89%	  30.56%	  43.06%	  70.83%	  45.83%	  69.44%	  45.83%	  86.11%	  70.83%	  69.44%	  79.17%	  87.50%	  70.83%	  79.17%	  76.39%	  40.28%	  73.61%	  79.17%	  79.17%	  80.56%	  76.39%	  75.00%	  77.78%	  84.72%	  76.39%	  52.78%	  69.44%	  68.06%	  83.33%	  75.00%	  18.06%	  16.67%	  86.11%	  79.17%	  68.06%	  86.11%	  77.78%	  63.89%	  20.83%	 100.00%	  90.28%	 100.00%	  91.67%	  77.78%	  90.28%	  93.06%	  66.67%	  66.67%	  44.44%	  34.72%	  45.83%	 100.00%	 100.00%	 100.00%	  68.06%	  44.44%	  80.56%	  66.67%	  51.39%	  38.89%	  75.00%	  40.28%	  69.44%	  54.17%	  23.61%	   0.00%	  70.83%	  45.83%	  61.11%	  48.61%	  63.89%	  76.39%	  20.83%	  90.28%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  58.33%	  79.17%	  79.17%	  76.39%	  62.50%	  75.00%	  77.78%	  66.67%	  69.44%	  65.28%	  73.61%	  88.89%	  66.67%	  65.28%	  63.89%	  55.56%	  30.56%	  29.17%	  55.56%	  86.11%	  73.61%	  63.89%	  95.83%	  25.00%	  23.61%	  25.00%	  18.06%	  26.39%	  88.89%	  86.11%	  59.72%	  76.39%	  59.72%	  72.22%	  47.22%	  68.06%	   0.00%	   5.56%	  43.06%	  75.00%	  86.11%	  81.94%	  20.83%	  59.72%	  86.11%	  95.83%	 100.00%	  97.22%	  83.33%	  62.50%	  66.67%	  63.89%	  93.06%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	   2.78%	  83.33%	  73.61%	  36.11%	  51.39%	  59.72%	  55.56%	  52.78%	  76.39%	  95.83%	 100.00%	  90.28%	  43.06%	  54.17%	  83.33%	  65.28%	  54.17%	  41.67%	  20.83%	  23.61%	  41.67%	  76.39%	  56.94%	  72.22%	  48.61%	  47.22%	  59.72%	  69.44%	  97.22%	 100.00%	 100.00%	  72.22%	  90.28%	  75.00%	  65.28%	  97.22%	  29.17%	  54.17%	  77.78%	  37.50%	  81.94%	  76.39%	  87.50%	  63.89%	  48.61%	  80.56%	  73.61%	  44.44%	  27.78%	  19.44%	  63.89%	  54.17%	  50.00%	  70.83%	  44.44%	  65.28%	  56.94%	  83.33%	  88.89%	  72.22%	  80.56%	  55.56%	  47.22%	  45.83%	  31.94%	  45.83%	  30.56%	  83.33%	  93.06%	 100.00%	  72.22%	  44.44%	  44.44%	  75.00%	  50.00%	  59.72%	 100.00%	  72.22%	  58.33%	  75.00%	  72.22%	  13.89%	  37.50%	  80.56%	  69.44%	  84.72%	  76.39%	  76.39%	
    f1   0.2667	  0.2599	  0.2303	  0.2700	  0.1914	  0.3455	  0.3684	  0.2667	  0.2857	  0.2827	  0.2303	  0.2946	  0.0000	  0.0267	  1.0000	  0.2564	  0.2827	  0.4965	  0.2764	  0.3003	  0.3077	  0.2732	  0.1614	  0.2493	  1.0000	  0.2764	  0.3058	  0.2732	  0.2633	  0.2633	  0.2700	  0.2946	  0.3003	  0.3003	  0.3030	  0.3030	  0.2700	  0.2419	  0.2456	  0.2263	  0.2764	  0.2764	  0.2633	  0.2827	  0.2917	  0.2667	  0.2381	  0.2887	  0.2700	  0.2493	  0.2827	  0.3003	  0.2974	  0.2700	  0.2222	  0.2342	  0.2263	  0.3793	  0.3333	  0.2667	  0.1449	  0.2599	  0.2263	  0.2006	  0.2667	  0.2181	  0.2941	  0.2419	  0.2500	  0.1273	  0.1505	  0.1718	  0.2564	  0.2887	  0.2857	  0.3030	  0.3030	  0.2633	  0.2564	  0.2796	  0.2381	  0.4194	  0.2006	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.2222	  0.2887	  0.3739	  0.2974	  0.3030	  0.1667	  0.2887	  0.2564	  0.3030	  0.2303	  0.2088	  0.2946	  0.2051	  0.2303	  0.3514	  0.4194	  0.2342	  0.2419	  0.2599	  0.2181	  0.2419	  0.2181	  0.2974	  0.2946	  0.2917	  0.2764	  0.2419	  0.4930	  0.4930	  0.4894	  0.4545	  0.2727	  0.3739	  1.0000	  0.4894	  0.1449	  0.2493	  0.2051	  1.0000	  1.0000	  0.4965	  1.0000	  0.4627	  0.4504	  0.3950	  0.3137	  0.3003	  0.3238	  0.3286	  1.0000	  0.3085	  0.3846	  0.2700	  0.2796	  0.2946	  0.2946	  0.3003	  0.2946	  0.2419	  0.3003	  0.2974	  0.3137	  0.3030	  0.2456	  0.2732	  0.2667	  0.2796	  0.2181	  0.2181	  0.3793	  0.3030	  0.2263	  0.1085	  0.0180	  0.0351	  0.0351	  0.2653	  0.2857	  0.4098	  1.0000	  0.2342	  0.2342	  0.1273	  0.1449	  0.2419	  0.1818	  0.4240	  0.2974	  0.3143	  0.2732	  0.2633	  0.1818	  0.3058	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.2917	  0.2667	  0.2827	  0.2917	  1.0000	  0.4783	  0.3628	  0.3684	  0.3143	  0.3793	  0.0741	  0.2564	  0.2342	  0.2456	  0.2827	  0.4286	  0.3137	  0.3950	  0.2303	  0.2732	  0.0513	  0.0513	  0.1505	  0.1273	  0.2764	  0.1333	  0.1449	  0.2796	  0.2633	  0.2493	  0.2342	  0.2700	  0.3188	  0.2222	  0.1961	  0.4783	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2342	  0.2764	  0.2493	  0.2700	  0.4504	  0.2456	  0.1914	  0.4462	  0.4240	  0.2599	  0.4545	  0.2732	  0.0513	  0.0591	  0.0267	  0.1505	  0.2381	  0.2946	  0.2700	  0.4419	  0.2917	  0.2667	  0.2917	  0.2827	  0.2732	  0.1914	  0.2827	  0.4783	  0.2946	  0.3030	  0.4930	  1.0000	  0.2946	  0.1614	  0.1505	  0.1149	  0.2051	  0.1614	  0.1505	  0.1718	  0.2381	  0.1392	  1.0000	  0.2827	  0.1449	  0.1085	  0.2051	  0.3058	  0.2222	  0.3058	  0.2633	  0.1867	  0.1769	  0.2006	  0.2764	  0.2946	  0.1449	  0.2599	  0.2493	  0.4667	  0.2887	  0.1212	  0.2529	  0.2342	  0.2419	  0.2599	  0.1914	  0.2946	  0.2667	  0.2564	  0.1020	  0.2796	  0.2633	  0.2529	  0.2564	  0.1392	  0.3030	  0.2381	  0.2764	  0.2381	  0.2974	  0.2917	  0.2381	  0.2529	  0.2564	  0.2564	  0.2732	  0.2419	  0.2095	  0.2917	  0.3213	  0.2857	  0.2827	  0.3030	  0.3188	  0.3137	  0.3163	  0.2796	  0.4146	  0.2887	  0.2796	  0.2667	  0.2796	  0.2732	  0.1212	  0.3571	  0.2732	  0.2633	  0.2667	  0.3455	  0.1020	  0.2006	  0.2456	  0.2700	  0.2303	  0.2381	  0.2871	  0.2700	  0.2764	  0.1449	  0.3010	  0.3514	  0.2764	  0.2764	  0.1961	  0.1961	  0.2381	  0.2222	  0.3628	  1.0000	  0.4706	  1.0000	  1.0000	  0.1914	  0.2181	  0.1718	  0.2529	  0.2138	  0.2577	  0.2000	  0.4545	  0.2222	  0.1961	  0.2303	  1.0000	  0.3030	  0.2138	  0.1392	  0.2732	  0.3262	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2181	  0.2827	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.4545	  0.4286	  0.2419	  0.2764	  0.2303	  0.3394	  0.2263	  0.2381	  0.2419	  0.2700	  0.2006	  0.2887	  0.4586	  0.4820	  0.1718	  0.2633	  0.2564	  0.3003	  0.2456	  0.2529	  0.2700	  0.2857	  0.2764	  0.2974	  0.3077	  0.2800	  0.1667	  0.3058	  0.2381	  0.2700	  0.2633	  0.2181	  0.2006	  0.2974	  0.3085	  0.2796	  0.2051	  0.2138	  0.2303	  0.2827	  0.0813	  0.2857	  0.2529	  0.3058	  0.2917	  0.2006	  0.2051	  0.2419	  0.2667	  0.3846	  0.2599	  0.2796	  0.2917	  0.2263	  0.1914	  0.2564	  0.2633	  0.2006	  0.1914	  0.2887	  0.3137	  0.1667	  0.2946	  0.2796	  0.2857	  0.2564	  0.2700	  0.3030	  0.2181	  0.3058	  0.2946	  0.3394	  0.2887	  0.1614	  0.3111	  0.3085	  0.1505	  0.1392	  0.2667	  0.2564	  0.2700	  0.1449	  1.0000	  0.4930	  0.2493	  0.2796	  0.3003	  0.3030	  0.4706	  0.4667	  0.4667	  0.2764	  0.0267	  0.4857	  0.2419	  0.0267	  0.2419	  0.3003	  0.4857	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.3950	  1.0000	  0.2917	  0.3058	  0.2700	  0.0667	  0.2974	  0.2917	  0.2917	  0.2946	  0.2887	  0.2827	  0.3058	  0.2342	  0.4745	  0.2667	  0.4331	  0.4667	  0.2974	  0.2827	  0.2764	  0.2700	  0.1961	  0.4820	  0.3030	  0.2857	  0.2827	  0.2917	  0.4667	  0.3085	  0.0000	  0.3238	  0.4930	  0.2796	  0.2827	  0.1449	  0.1020	  0.2732	  0.2796	  0.2917	  0.3085	  0.2764	  0.2732	  0.2974	  0.2456	  0.2181	  0.3188	  0.3003	  0.3003	  0.2887	  0.2419	  0.2138	  0.3213	  0.2222	  0.2342	  0.2381	  0.2529	  0.2827	  0.4820	  0.2700	  0.2564	  0.2564	  0.1560	  0.3793	  0.3058	  0.1273	  0.1961	  0.3085	  1.0000	  0.4706	  0.2006	  0.0591	  0.3188	  0.2493	  0.2181	  0.4504	  0.4146	  0.2974	  0.2529	  0.2946	  0.2917	  0.2857	  0.1914	  0.2006	  0.2564	  0.2095	  0.1867	  0.2381	  0.0513	  0.0952	  0.0741	  0.0813	  0.1020	  0.0741	  0.2796	  0.3213	  0.3111	  0.4504	  0.4462	  0.4331	  0.1614	  0.4462	  0.2827	  0.2667	  0.3739	  0.2887	  0.4820	  0.1212	  0.2857	  0.2917	  0.4194	  0.2857	  0.2700	  0.2700	  0.3003	  0.2917	  0.2857	  0.2887	  0.2827	  0.2887	  0.1614	  0.2796	  0.3950	  0.3898	  0.3003	  0.2181	  0.2051	  0.3058	  0.2946	  0.2857	  0.2700	  1.0000	  0.2917	  0.2974	  0.2974	  0.2419	  0.1614	  0.2263	  0.1614	  0.3137	  0.3085	  0.3085	  0.3085	  0.2796	  0.2456	  0.1867	  0.4504	  0.3846	  0.2340	  0.2700	  0.3058	  0.2827	  0.3003	  0.2917	  0.4930	  0.2764	  0.2667	  0.2599	  0.2796	  0.1505	  0.2827	  0.2974	  0.2732	  0.2857	  0.2857	  0.2006	  0.1961	  0.1769	  0.3058	  0.2796	  0.2529	  0.2564	  0.2303	  0.2138	  0.2667	  0.2732	  0.2887	  0.2633	  0.2456	  0.2667	  0.2796	  0.2493	  0.2667	  0.3058	  0.3793	  0.2263	  0.2974	  0.2599	  0.0813	  0.2381	  0.2857	  0.1149	  0.0180	  0.1149	  0.2796	  0.2222	  0.2700	  0.2138	  0.4930	  0.4894	  0.4462	  0.4965	  0.3262	  0.3030	  0.2827	  0.3514	  0.2263	  0.2700	  0.1273	  0.2138	  0.2051	  0.2095	  0.2599	  0.2887	  0.3188	  0.2599	  0.2667	  0.2764	  0.1085	  0.3085	  0.2493	  0.2529	  0.2667	  0.1914	  0.2181	  0.1667	  0.1614	  0.0813	  0.2006	  0.2138	  0.2796	  0.2700	  1.0000	  0.2857	  0.4586	  0.4894	  0.2342	  0.0591	  0.1273	  0.2974	  0.4098	  0.3208	  0.2303	  0.3030	  0.3111	  0.3030	  0.2222	  0.2946	  0.3058	  0.2456	  0.2917	  0.2564	  0.1667	  0.2564	  0.2381	  0.2564	  0.2138	  0.2095	  0.1914	  1.0000	  1.0000	  1.0000	  0.4504	  0.2917	  0.3514	  0.2667	  0.2381	  0.1818	  0.1724	  0.1724	  0.1818	  0.4667	  0.3213	  0.3085	  0.2917	  0.2887	  0.3188	  0.3030	  0.2946	  0.4820	  0.4745	  0.2263	  0.2222	  0.1560	  0.2700	  0.2633	  0.2456	  0.2700	  0.1867	  0.2095	  0.2419	  0.1769	  0.2138	  0.2138	  0.2006	  0.2051	  0.1818	  0.2564	  0.2342	  0.2303	  0.2887	  0.2887	  0.2564	  0.2263	  0.1333	  0.1333	  0.2529	  0.2857	  0.2946	  0.3058	  0.2493	  0.2796	  0.3628	  0.3137	  0.2917	  0.4240	  0.2051	  0.2667	  0.2529	  0.2564	  0.0433	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.4462	  0.1910	  0.2887	  0.2138	  0.0351	  0.2764	  0.2941	  0.3111	  1.0000	  0.2764	  0.3111	  0.1392	  0.2342	  0.2006	  0.2181	  0.3030	  0.2796	  0.2342	  0.2419	  0.2667	  0.2303	  0.2857	  0.2857	  0.2887	  0.2456	  0.2633	  0.2700	  0.2827	  0.2974	  1.0000	  0.2342	  0.1333	  0.1449	  0.2946	  0.3030	  0.3188	  0.4331	  0.2887	  0.2095	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  0.3003	  1.0000	  0.4965	  1.0000	  0.4857	  0.3333	  0.1914	  0.3571	  0.3514	  0.2917	  0.3058	  0.2732	  0.2303	  0.2263	  0.1867	  0.2006	  0.2700	  0.1867	  0.3010	  0.2493	  0.2051	  0.1333	  0.2088	  0.2827	  0.2974	  0.3286	  1.0000	  0.3003	  0.2917	  0.2138	  0.2857	  0.2493	  0.3898	  0.3030	  0.2974	  0.4375	  0.4820	  0.2667	  0.1000	  0.2564	  0.2633	  0.2974	  0.1085	  0.2564	  0.2917	  0.2529	  0.2764	  0.2700	  0.2796	  0.2857	  0.2633	  0.2796	  0.2700	  0.1718	  0.2700	  0.3739	  0.2700	  0.2857	  0.1769	  0.2667	  0.2857	  0.3003	  0.2700	  0.4000	  0.4146	  0.3085	  0.1914	  0.2564	  0.3003	  0.4745	  0.4745	  1.0000	  0.3085	  1.0000	  0.4783	  1.0000	  1.0000	  1.0000	  0.2342	  1.0000	  0.2917	  0.3898	  0.3333	  0.2764	  0.1149	  0.2529	  0.2222	  0.1212	  0.1212	  0.3333	  0.2095	  0.2381	  0.2529	  0.3058	  0.2599	  0.4504	  0.4965	  0.4627	  0.1867	  0.3143	  0.2342	  0.4331	  1.0000	  0.2946	  0.2667	  0.2917	  0.2974	  0.2633	  0.2827	  0.3394	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.2827	  0.2796	  0.4706	  0.4820	  1.0000	  1.0000	  0.2493	  0.4462	  0.3111	  0.3058	  1.0000	  0.2827	  0.4706	  0.4050	  0.2857	  0.1273	  0.1614	  0.1273	  0.2946	  0.2493	  0.2974	  0.2796	  0.2263	  0.3137	  1.0000	  0.4745	  0.4894	  0.2917	  0.2633	  0.1718	  0.2263	  0.2419	  0.4894	  0.4930	  0.4857	  0.2006	  0.2700	  0.2095	  0.0952	  0.2181	  0.2887	  0.3793	  0.2342	  0.4419	  0.2887	  0.4419	  0.3003	  0.1769	  0.1614	  0.1212	  0.1392	  1.0000	  0.2887	  0.2342	  0.2263	  0.1914	  0.1961	  0.1020	  0.1818	  0.1505	  0.1614	  0.0813	  0.2796	  0.2095	  0.1333	  0.2827	  0.3111	  0.2222	  0.2529	  0.2529	  0.0741	  0.2974	  0.2667	  0.2138	  0.2887	  0.2887	  0.2827	  1.0000	  1.0000	  1.0000	  0.2421	  0.2633	  0.2564	  0.2222	  0.1818	  0.2342	  0.2917	  0.2887	  0.4462	  0.1392	  0.2000	  0.2887	  0.2599	  0.3030	  0.3188	  0.2381	  0.3238	  1.0000	  0.2599	  0.2342	  0.2633	  0.3137	  0.2732	  0.2419	  0.2222	  0.3085	  0.3188	  0.3085	  0.2564	  0.1149	  0.2456	  0.2529	  0.1867	  0.1505	  0.2633	  0.3058	  0.2887	  0.2796	  0.2633	  0.3058	  0.2946	  0.2917	  0.2564	  0.1449	  0.1505	  0.4194	  1.0000	  0.2700	  0.2700	  0.2857	  0.2599	  0.1718	  0.2917	  0.3058	  0.2946	  0.2342	  0.2764	  0.2700	  0.2917	  1.0000	  0.4783	  0.3238	  0.3030	  0.3058	  0.3030	  0.4331	  0.2599	  0.3077	  0.2764	  0.2529	  0.1718	  0.1333	  0.3058	  0.2095	  0.1560	  0.2138	  0.3111	  0.2796	  0.1505	  0.1769	  0.2493	  0.2946	  0.2917	  0.2529	  0.2917	  0.2764	  0.2732	  0.2857	  0.3163	  0.3030	  0.2857	  0.2827	  0.3058	  0.3085	  0.3085	  0.2827	  0.4745	  0.2796	  0.2342	  0.2887	  0.2493	  0.2700	  0.3003	  0.2599	  0.2599	  0.2796	  0.2599	  0.2419	  0.2827	  0.4504	  0.2857	  0.0952	  0.2796	  0.1333	  0.2456	  0.1149	  0.2419	  0.2700	  0.2456	  0.0741	  0.2095	  0.0952	  0.3003	  0.2764	  0.2419	  0.2887	  0.2946	  0.2887	  0.4667	  0.3163	  0.4627	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  1.0000	  1.0000	  0.4667	  0.2732	  1.0000	  0.2732	  0.1867	  0.2633	  0.2564	  0.2887	  0.2974	  0.2381	  0.2633	  0.1867	  0.4098	  0.2303	  0.2381	  0.2095	  0.2381	  0.2857	  0.0513	  0.2633	  0.0267	  0.0591	  0.0433	  0.0433	  0.2796	  0.0667	  0.2796	  0.3030	  0.3163	  0.3950	  0.4545	  0.4419	  0.3188	  0.2222	  0.2796	  0.3077	  0.2222	  0.3455	  0.3030	  0.3058	  0.4627	  0.2917	  0.0952	  0.0180	  0.2493	  1.0000	  0.4745	  0.3058	  1.0000	  0.2887	  0.4419	  0.1560	  0.3271	  0.2764	  0.3846	  0.4820	  0.4930	  0.2827	  0.2796	  0.3111	  0.3950	  0.0000	  0.1961	  0.1818	  0.1718	  0.2419	  0.2222	  0.2095	  0.2381	  0.2633	  0.2381	  0.2263	  0.2381	  0.1718	  0.3111	  0.2006	  0.1392	  0.2303	  0.2006	  0.2796	  0.2946	  0.2857	  0.2599	  0.2599	  0.2599	  0.1560	  0.2006	  0.2764	  0.3143	  0.2732	  0.3143	  0.3085	  0.4146	  0.4098	  0.2946	  0.3111	  0.4146	  0.2946	  0.2887	  0.1914	  0.2827	  0.2946	  0.2946	  0.2974	  0.4331	  0.2857	  0.2917	  0.3058	  0.4331	  0.3455	  0.2732	  0.2700	  0.3030	  0.2857	  0.1020	  0.0952	  0.3085	  0.2946	  0.2700	  0.3085	  0.2917	  0.2599	  0.1149	  1.0000	  0.4745	  1.0000	  0.4783	  0.2917	  0.4745	  0.4820	  0.2667	  0.2667	  0.2051	  0.1718	  0.2095	  1.0000	  1.0000	  1.0000	  0.4050	  0.2051	  0.2974	  0.2667	  0.2263	  0.1867	  0.4286	  0.1914	  0.2732	  0.2342	  0.1273	  0.0000	  0.2764	  0.3143	  0.3793	  0.3271	  0.2599	  0.2887	  0.1149	  0.4745	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.2456	  0.2946	  0.2946	  0.2887	  0.2564	  0.2857	  0.2917	  0.2667	  0.2732	  0.2633	  0.2827	  0.3137	  0.2667	  0.3950	  0.3898	  0.2381	  0.1560	  0.1505	  0.2381	  0.3085	  0.2827	  0.2599	  0.4894	  0.1333	  0.1273	  0.1333	  0.1020	  0.1392	  0.3137	  0.3085	  0.2493	  0.4331	  0.3739	  0.2796	  0.2138	  0.4050	  0.0000	  0.0351	  0.2006	  0.4286	  0.4627	  0.4504	  0.1149	  0.2493	  0.3085	  0.4894	  1.0000	  0.4930	  0.3030	  0.2564	  0.2667	  0.2599	  0.4820	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.0180	  0.4545	  0.2827	  0.1769	  0.2263	  0.2493	  0.2381	  0.2303	  0.2887	  0.4894	  1.0000	  0.3163	  0.2006	  0.2342	  0.3030	  0.3950	  0.2342	  0.1961	  0.1149	  0.1273	  0.1961	  0.2887	  0.2419	  0.2796	  0.2181	  0.2138	  0.2493	  0.2732	  0.4930	  1.0000	  1.0000	  0.2796	  0.4745	  0.4286	  0.2633	  0.4930	  0.1505	  0.2342	  0.2917	  0.1818	  0.3003	  0.2887	  0.3111	  0.2599	  0.2181	  0.2974	  0.2827	  0.2051	  0.1449	  0.1085	  0.2599	  0.2342	  0.2222	  0.2764	  0.2051	  0.2633	  0.2419	  0.3030	  0.4706	  0.2796	  0.4462	  0.2381	  0.2138	  0.2095	  0.1614	  0.2095	  0.1560	  0.3030	  0.4820	  1.0000	  0.2796	  0.2051	  0.2051	  0.2857	  0.2222	  0.2493	  1.0000	  0.2796	  0.2456	  0.2857	  0.2796	  0.0813	  0.1818	  0.2974	  0.4098	  0.3058	  0.2887	  0.2887	

------
prediction result:
confusion matrix:
[[0.01354946 0.13589828 0.01841149]
 [0.0210535  0.60455196 0.05194114]
 [0.00832966 0.11622083 0.03004367]]
f1 on test:    0.38409822520428477
f1 on test:    0.6481450902686041 (micro)
f1 on KB:      0.4005947669389312
integrated f1: 0.39333452870583285, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 1477. 14814.  2007.]
 [ 2295. 65901.  5662.]
 [  908. 12669.  3275.]]
f1 on test:    0.35455328112748746
f1 on test:    0.6734643328929987 (micro)
f1 on KB:      0.602727052556448
integrated f1: 0.4973474996766559, w_data: 0.4246200244007528, w_klg: 0.5753799755992473


after refine:
label        0	       1	       2	       3	       4	       5	       6	       7	       8	       9	      10	      11	      12	      13	      14	      15	      16	      17	      18	      19	      20	      21	      22	      23	      24	      25	      26	      27	      28	      29	      30	      31	      32	      33	      34	      35	      36	      37	      38	      39	      40	      41	      42	      43	      44	      45	      46	      47	      48	      49	      50	      51	      52	      53	      54	      55	      56	      57	      58	      59	      60	      61	      62	      63	      64	      65	      66	      67	      68	      69	      70	      71	      72	      73	      74	      75	      76	      77	      78	      79	      80	      81	      82	      83	      84	      85	      86	      87	      88	      89	      90	      91	      92	      93	      94	      95	      96	      97	      98	      99	     100	     101	     102	     103	     104	     105	     106	     107	     108	     109	     110	     111	     112	     113	     114	     115	     116	     117	     118	     119	     120	     121	     122	     123	     124	     125	     126	     127	     128	     129	     130	     131	     132	     133	     134	     135	     136	     137	     138	     139	     140	     141	     142	     143	     144	     145	     146	     147	     148	     149	     150	     151	     152	     153	     154	     155	     156	     157	     158	     159	     160	     161	     162	     163	     164	     165	     166	     167	     168	     169	     170	     171	     172	     173	     174	     175	     176	     177	     178	     179	     180	     181	     182	     183	     184	     185	     186	     187	     188	     189	     190	     191	     192	     193	     194	     195	     196	     197	     198	     199	     200	     201	     202	     203	     204	     205	     206	     207	     208	     209	     210	     211	     212	     213	     214	     215	     216	     217	     218	     219	     220	     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443	     444	     445	     446	     447	     448	     449	     450	     451	     452	     453	     454	     455	     456	     457	     458	     459	     460	     461	     462	     463	     464	     465	     466	     467	     468	     469	     470	     471	     472	     473	     474	     475	     476	     477	     478	     479	     480	     481	     482	     483	     484	     485	     486	     487	     488	     489	     490	     491	     492	     493	     494	     495	     496	     497	     498	     499	     500	     501	     502	     503	     504	     505	     506	     507	     508	     509	     510	     511	     512	     513	     514	     515	     516	     517	     518	     519	     520	     521	     522	     523	     524	     525	     526	     527	     528	     529	     530	     531	     532	     533	     534	     535	     536	     537	     538	     539	     540	     541	     542	     543	     544	     545	     546	     547	     548	     549	     550	     551	     552	     553	     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665	     666	     667	     668	     669	     670	     671	     672	     673	     674	     675	     676	     677	     678	     679	     680	     681	     682	     683	     684	     685	     686	     687	     688	     689	     690	     691	     692	     693	     694	     695	     696	     697	     698	     699	     700	     701	     702	     703	     704	     705	     706	     707	     708	     709	     710	     711	     712	     713	     714	     715	     716	     717	     718	     719	     720	     721	     722	     723	     724	     725	     726	     727	     728	     729	     730	     731	     732	     733	     734	     735	     736	     737	     738	     739	     740	     741	     742	     743	     744	     745	     746	     747	     748	     749	     750	     751	     752	     753	     754	     755	     756	     757	     758	     759	     760	     761	     762	     763	     764	     765	     766	     767	     768	     769	     770	     771	     772	     773	     774	     775	     776	     777	     778	     779	     780	     781	     782	     783	     784	     785	     786	     787	     788	     789	     790	     791	     792	     793	     794	     795	     796	     797	     798	     799	     800	     801	     802	     803	     804	     805	     806	     807	     808	     809	     810	     811	     812	     813	     814	     815	     816	     817	     818	     819	     820	     821	     822	     823	     824	     825	     826	     827	     828	     829	     830	     831	     832	     833	     834	     835	     836	     837	     838	     839	     840	     841	     842	     843	     844	     845	     846	     847	     848	     849	     850	     851	     852	     853	     854	     855	     856	     857	     858	     859	     860	     861	     862	     863	     864	     865	     866	     867	     868	     869	     870	     871	     872	     873	     874	     875	     876	     877	     878	     879	     880	     881	     882	     883	     884	     885	     886	     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998	     999	    1000	    1001	    1002	    1003	    1004	    1005	    1006	    1007	    1008	    1009	    1010	    1011	    1012	    1013	    1014	    1015	    1016	    1017	    1018	    1019	    1020	    1021	    1022	    1023	    1024	    1025	    1026	    1027	    1028	    1029	    1030	    1031	    1032	    1033	    1034	    1035	    1036	    1037	    1038	    1039	    1040	    1041	    1042	    1043	    1044	    1045	    1046	    1047	    1048	    1049	    1050	    1051	    1052	    1053	    1054	    1055	    1056	    1057	    1058	    1059	    1060	    1061	    1062	    1063	    1064	    1065	    1066	    1067	    1068	    1069	    1070	    1071	    1072	    1073	    1074	    1075	    1076	    1077	    1078	    1079	    1080	    1081	    1082	    1083	    1084	    1085	    1086	    1087	    1088	    1089	    1090	    1091	    1092	    1093	    1094	    1095	    1096	    1097	    1098	    1099	    1100	    1101	    1102	    1103	    1104	    1105	    1106	    1107	    1108	    1109	    1110	    1111	    1112	    1113	    1114	    1115	    1116	    1117	    1118	    1119	    1120	    1121	    1122	    1123	    1124	    1125	    1126	    1127	    1128	    1129	    1130	    1131	    1132	    1133	    1134	    1135	    1136	    1137	    1138	    1139	    1140	    1141	    1142	    1143	    1144	    1145	    1146	    1147	    1148	    1149	    1150	    1151	    1152	    1153	    1154	    1155	    1156	    1157	    1158	    1159	    1160	    1161	    1162	    1163	    1164	    1165	    1166	    1167	    1168	    1169	    1170	    1171	    1172	    1173	    1174	    1175	    1176	    1177	    1178	    1179	    1180	    1181	    1182	    1183	    1184	    1185	    1186	    1187	    1188	    1189	    1190	    1191	    1192	    1193	    1194	    1195	    1196	    1197	    1198	    1199	    1200	    1201	    1202	    1203	    1204	    1205	    1206	    1207	    1208	    1209	    1210	    1211	    1212	    1213	    1214	    1215	    1216	    1217	    1218	    1219	    1220	    1221	    1222	    1223	    1224	    1225	    1226	    1227	    1228	    1229	    1230	    1231	    1232	    1233	    1234	    1235	    1236	    1237	    1238	    1239	    1240	    1241	    1242	    1243	    1244	    1245	    1246	    1247	    1248	    1249	    1250	    1251	    1252	    1253	    1254	    1255	    1256	    1257	    1258	    1259	    1260	    1261	    1262	    1263	    1264	    1265	    1266	    1267	    1268	    1269	    1270	    1271	    1272	    1273	    1274	    1275	    1276	    1277	    1278	    1279	    1280	    1281	    1282	    1283	    1284	    1285	    1286	    1287	    1288	    1289	    1290	    1291	    1292	    1293	    1294	    1295	    1296	    1297	    1298	    1299	    1300	    1301	    1302	    1303	    1304	    1305	    1306	    1307	    1308	    1309	    1310	    1311	    1312	    1313	    1314	    1315	    1316	    1317	    1318	    1319	    1320	    1321	    1322	    1323	    1324	    1325	    1326	    1327	    1328	    1329	    1330	    1331	    1332	    1333	    1334	    1335	    1336	    1337	    1338	    1339	    1340	    1341	    1342	    1343	    1344	    1345	    1346	    1347	    1348	    1349	    1350	    1351	    1352	    1353	    1354	    1355	    1356	    1357	    1358	    1359	    1360	    1361	    1362	    1363	    1364	    1365	    1366	    1367	    1368	    1369	    1370	    1371	    1372	    1373	    1374	    1375	    1376	    1377	    1378	    1379	    1380	    1381	    1382	    1383	    1384	    1385	    1386	    1387	    1388	    1389	    1390	    1391	    1392	    1393	    1394	    1395	    1396	    1397	    1398	    1399	    1400	    1401	    1402	    1403	    1404	    1405	    1406	    1407	    1408	    1409	    1410	    1411	    1412	    1413	    1414	    1415	    1416	    1417	    1418	    1419	    1420	    1421	    1422	    1423	    1424	    1425	    1426	    1427	    1428	    1429	    1430	    1431	    1432	    1433	    1434	    1435	    1436	    1437	    1438	    1439	    1440	    1441	    1442	    1443	    1444	    1445	    1446	    1447	    1448	    1449	    1450	    1451	    1452	    1453	    1454	    1455	    1456	    1457	    1458	    1459	    1460	    1461	    1462	    1463	    1464	    1465	    1466	    1467	    1468	    1469	    1470	    1471	    1472	    1473	    1474	    1475	    1476	    1477	    1478	    1479	    1480	    1481	    1482	    1483	    1484	    1485	    1486	    1487	    1488	    1489	    1490	    1491	    1492	    1493	    1494	    1495	    1496	    1497	    1498	    1499	    1500	    1501	    1502	    1503	    1504	    1505	    1506	    1507	    1508	    1509	    1510	    1511	    1512	    1513	
   acc   66.67%	  63.89%	  52.78%	  68.06%	  40.28%	  52.78%	  58.33%	  66.67%	  75.00%	  73.61%	  52.78%	  79.17%	   0.00%	   4.17%	 100.00%	  62.50%	  73.61%	  98.61%	  70.83%	  81.94%	  44.44%	  69.44%	  31.94%	  59.72%	 100.00%	  70.83%	  84.72%	  69.44%	  65.28%	  65.28%	  68.06%	  79.17%	  81.94%	  81.94%	  83.33%	  83.33%	  68.06%	  56.94%	  58.33%	  51.39%	  70.83%	  70.83%	  65.28%	  73.61%	  77.78%	  66.67%	  55.56%	  76.39%	  68.06%	  59.72%	  73.61%	  81.94%	  80.56%	  68.06%	  50.00%	  54.17%	  51.39%	  61.11%	  50.00%	  66.67%	  27.78%	  63.89%	  51.39%	  43.06%	  66.67%	  48.61%	  41.67%	  56.94%	  33.33%	  23.61%	  29.17%	  34.72%	  62.50%	  76.39%	  75.00%	  83.33%	  83.33%	  65.28%	  62.50%	  72.22%	  55.56%	  72.22%	  43.06%	  59.72%	  62.50%	  44.44%	  48.61%	  70.83%	  50.00%	  76.39%	  59.72%	  80.56%	  83.33%	  33.33%	  76.39%	  62.50%	  83.33%	  52.78%	  26.39%	  79.17%	  44.44%	  52.78%	  54.17%	  72.22%	  54.17%	  56.94%	  63.89%	  48.61%	  56.94%	  48.61%	  80.56%	  79.17%	  77.78%	  70.83%	  56.94%	  97.22%	  97.22%	  95.83%	  83.33%	  37.50%	  59.72%	 100.00%	  95.83%	  27.78%	  59.72%	  44.44%	 100.00%	 100.00%	  98.61%	 100.00%	  86.11%	  81.94%	  65.28%	  88.89%	  81.94%	  94.44%	  97.22%	 100.00%	  86.11%	  62.50%	  68.06%	  72.22%	  79.17%	  79.17%	  81.94%	  79.17%	  56.94%	  81.94%	  80.56%	  88.89%	  83.33%	  58.33%	  69.44%	  66.67%	  72.22%	  48.61%	  48.61%	  61.11%	  83.33%	  51.39%	  19.44%	   2.78%	   5.56%	   5.56%	  36.11%	  75.00%	  69.44%	 100.00%	  54.17%	  54.17%	  23.61%	  27.78%	  56.94%	  37.50%	  73.61%	  80.56%	  45.83%	  69.44%	  65.28%	  37.50%	  84.72%	  79.17%	  88.89%	  65.28%	  94.44%	  90.28%	 100.00%	  77.78%	  66.67%	  73.61%	  77.78%	 100.00%	  91.67%	  56.94%	  58.33%	  45.83%	  61.11%	  12.50%	  62.50%	  54.17%	  58.33%	  73.61%	  75.00%	  88.89%	  65.28%	  52.78%	  69.44%	   8.33%	   8.33%	  29.17%	  23.61%	  70.83%	  25.00%	  27.78%	  72.22%	  65.28%	  59.72%	  54.17%	  68.06%	  91.67%	  50.00%	  41.67%	  91.67%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  54.17%	  70.83%	  59.72%	  68.06%	  81.94%	  58.33%	  40.28%	  80.56%	  73.61%	  63.89%	  83.33%	  69.44%	   8.33%	   9.72%	   4.17%	  29.17%	  55.56%	  79.17%	  68.06%	  79.17%	  77.78%	  66.67%	  77.78%	  73.61%	  69.44%	  40.28%	  73.61%	  91.67%	  79.17%	  83.33%	  97.22%	 100.00%	  79.17%	  31.94%	  29.17%	  20.83%	  44.44%	  31.94%	  29.17%	  34.72%	  55.56%	  26.39%	 100.00%	  73.61%	  27.78%	  19.44%	  44.44%	  84.72%	  50.00%	  84.72%	  65.28%	  38.89%	  36.11%	  43.06%	  70.83%	  79.17%	  27.78%	  63.89%	  59.72%	  87.50%	  76.39%	  22.22%	  61.11%	  54.17%	  56.94%	  63.89%	  40.28%	  79.17%	  66.67%	  62.50%	  18.06%	  72.22%	  65.28%	  61.11%	  62.50%	  26.39%	  83.33%	  55.56%	  70.83%	  55.56%	  80.56%	  77.78%	  55.56%	  61.11%	  62.50%	  62.50%	  69.44%	  56.94%	  45.83%	  77.78%	  93.06%	  75.00%	  73.61%	  83.33%	  91.67%	  88.89%	  90.28%	  72.22%	  70.83%	  76.39%	  72.22%	  66.67%	  72.22%	  69.44%	  22.22%	  55.56%	  69.44%	  65.28%	  66.67%	  52.78%	  18.06%	  43.06%	  58.33%	  68.06%	  52.78%	  55.56%	  40.28%	  68.06%	  70.83%	  27.78%	  43.06%	  54.17%	  70.83%	  70.83%	  41.67%	  41.67%	  55.56%	  50.00%	  56.94%	 100.00%	  88.89%	 100.00%	 100.00%	  40.28%	  48.61%	  34.72%	  61.11%	  47.22%	  34.72%	  25.00%	  83.33%	  50.00%	  41.67%	  52.78%	 100.00%	  83.33%	  47.22%	  26.39%	  69.44%	  95.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  48.61%	  73.61%	  29.17%	  94.44%	  77.78%	  45.83%	  86.11%	  83.33%	  75.00%	  56.94%	  70.83%	  52.78%	  51.39%	  51.39%	  55.56%	  56.94%	  68.06%	  43.06%	  76.39%	  84.72%	  93.06%	  34.72%	  65.28%	  62.50%	  81.94%	  58.33%	  61.11%	  68.06%	  75.00%	  70.83%	  80.56%	  44.44%	  38.89%	  33.33%	  84.72%	  55.56%	  68.06%	  65.28%	  48.61%	  43.06%	  80.56%	  86.11%	  72.22%	  44.44%	  47.22%	  52.78%	  73.61%	  13.89%	  75.00%	  61.11%	  84.72%	  77.78%	  43.06%	  44.44%	  56.94%	  66.67%	  62.50%	  63.89%	  72.22%	  77.78%	  51.39%	  40.28%	  62.50%	  65.28%	  43.06%	  40.28%	  76.39%	  88.89%	  33.33%	  79.17%	  72.22%	  75.00%	  62.50%	  68.06%	  83.33%	  48.61%	  84.72%	  79.17%	  51.39%	  76.39%	  31.94%	  87.50%	  86.11%	  29.17%	  26.39%	  66.67%	  62.50%	  68.06%	  27.78%	 100.00%	  97.22%	  59.72%	  72.22%	  81.94%	  83.33%	  88.89%	  87.50%	  87.50%	  70.83%	   4.17%	  94.44%	  56.94%	   4.17%	  56.94%	  81.94%	  94.44%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  65.28%	 100.00%	  77.78%	  84.72%	  68.06%	  11.11%	  80.56%	  77.78%	  77.78%	  79.17%	  76.39%	  73.61%	  84.72%	  54.17%	  90.28%	  66.67%	  76.39%	  87.50%	  80.56%	  73.61%	  70.83%	  68.06%	  41.67%	  93.06%	  83.33%	  75.00%	  73.61%	  77.78%	  87.50%	  86.11%	   0.00%	  94.44%	  97.22%	  72.22%	  73.61%	  27.78%	  18.06%	  69.44%	  72.22%	  77.78%	  86.11%	  70.83%	  69.44%	  80.56%	  58.33%	  48.61%	  91.67%	  81.94%	  81.94%	  76.39%	  56.94%	  47.22%	  93.06%	  50.00%	  54.17%	  55.56%	  61.11%	  73.61%	  93.06%	  68.06%	  62.50%	  62.50%	  30.56%	  61.11%	  84.72%	  23.61%	  41.67%	  86.11%	 100.00%	  88.89%	  43.06%	   9.72%	  91.67%	  59.72%	  48.61%	  81.94%	  70.83%	  80.56%	  61.11%	  79.17%	  77.78%	  75.00%	  40.28%	  43.06%	  62.50%	  45.83%	  38.89%	  55.56%	   8.33%	  16.67%	  12.50%	  13.89%	  18.06%	  12.50%	  72.22%	  93.06%	  87.50%	  81.94%	  80.56%	  76.39%	  31.94%	  80.56%	  73.61%	  66.67%	  59.72%	  76.39%	  93.06%	  22.22%	  75.00%	  77.78%	  72.22%	  75.00%	  68.06%	  68.06%	  81.94%	  77.78%	  75.00%	  76.39%	  73.61%	  76.39%	  31.94%	  72.22%	  65.28%	  63.89%	  81.94%	  48.61%	  44.44%	  84.72%	  79.17%	  75.00%	  68.06%	 100.00%	  77.78%	  80.56%	  80.56%	  56.94%	  31.94%	  51.39%	  31.94%	  88.89%	  86.11%	  86.11%	  86.11%	  72.22%	  58.33%	  38.89%	  81.94%	  62.50%	  30.56%	  68.06%	  84.72%	  73.61%	  81.94%	  77.78%	  97.22%	  70.83%	  66.67%	  63.89%	  72.22%	  29.17%	  73.61%	  80.56%	  69.44%	  75.00%	  75.00%	  43.06%	  41.67%	  36.11%	  84.72%	  72.22%	  61.11%	  62.50%	  52.78%	  47.22%	  66.67%	  69.44%	  76.39%	  65.28%	  58.33%	  66.67%	  72.22%	  59.72%	  66.67%	  84.72%	  61.11%	  51.39%	  80.56%	  63.89%	  13.89%	  55.56%	  75.00%	  20.83%	   2.78%	  20.83%	  72.22%	  50.00%	  68.06%	  47.22%	  97.22%	  95.83%	  80.56%	  98.61%	  95.83%	  83.33%	  73.61%	  54.17%	  51.39%	  68.06%	  23.61%	  47.22%	  44.44%	  45.83%	  63.89%	  76.39%	  91.67%	  63.89%	  66.67%	  70.83%	  19.44%	  86.11%	  59.72%	  61.11%	  66.67%	  40.28%	  48.61%	  33.33%	  31.94%	  13.89%	  43.06%	  47.22%	  72.22%	  68.06%	 100.00%	  75.00%	  84.72%	  95.83%	  54.17%	   9.72%	  23.61%	  80.56%	  69.44%	  47.22%	  52.78%	  83.33%	  87.50%	  83.33%	  50.00%	  79.17%	  84.72%	  58.33%	  77.78%	  62.50%	  33.33%	  62.50%	  55.56%	  62.50%	  47.22%	  45.83%	  40.28%	 100.00%	 100.00%	 100.00%	  81.94%	  77.78%	  54.17%	  66.67%	  55.56%	  22.22%	  20.83%	  20.83%	  22.22%	  87.50%	  93.06%	  86.11%	  77.78%	  76.39%	  91.67%	  83.33%	  79.17%	  93.06%	  90.28%	  51.39%	  50.00%	  30.56%	  68.06%	  65.28%	  58.33%	  68.06%	  38.89%	  45.83%	  56.94%	  36.11%	  47.22%	  47.22%	  43.06%	  44.44%	  37.50%	  62.50%	  54.17%	  52.78%	  76.39%	  76.39%	  62.50%	  51.39%	  25.00%	  25.00%	  61.11%	  75.00%	  79.17%	  84.72%	  59.72%	  72.22%	  56.94%	  88.89%	  77.78%	  73.61%	  44.44%	  66.67%	  61.11%	  62.50%	   6.94%	  68.06%	 100.00%	  44.44%	  88.89%	  68.06%	  80.56%	  23.61%	  76.39%	  47.22%	   5.56%	  70.83%	  41.67%	  87.50%	 100.00%	  70.83%	  87.50%	  26.39%	  54.17%	  43.06%	  48.61%	  83.33%	  72.22%	  54.17%	  56.94%	  66.67%	  52.78%	  75.00%	  75.00%	  76.39%	  58.33%	  65.28%	  68.06%	  73.61%	  80.56%	 100.00%	  54.17%	  25.00%	  27.78%	  79.17%	  83.33%	  91.67%	  76.39%	  76.39%	  45.83%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	  81.94%	 100.00%	  98.61%	 100.00%	  94.44%	  50.00%	  40.28%	  55.56%	  54.17%	  77.78%	  84.72%	  69.44%	  52.78%	  51.39%	  38.89%	  43.06%	  68.06%	  38.89%	  43.06%	  59.72%	  44.44%	  25.00%	  26.39%	  73.61%	  80.56%	  97.22%	 100.00%	  81.94%	  77.78%	  47.22%	  75.00%	  59.72%	  63.89%	  83.33%	  80.56%	  77.78%	  93.06%	  66.67%	  11.11%	  62.50%	  65.28%	  80.56%	  19.44%	  62.50%	  77.78%	  61.11%	  70.83%	  68.06%	  72.22%	  75.00%	  65.28%	  72.22%	  68.06%	  34.72%	  68.06%	  59.72%	  68.06%	  75.00%	  36.11%	  66.67%	  75.00%	  81.94%	  68.06%	  66.67%	  70.83%	  86.11%	  40.28%	  62.50%	  81.94%	  90.28%	  90.28%	 100.00%	  86.11%	 100.00%	  91.67%	 100.00%	 100.00%	 100.00%	  54.17%	 100.00%	  77.78%	  63.89%	  50.00%	  70.83%	  20.83%	  61.11%	  50.00%	  22.22%	  22.22%	  50.00%	  45.83%	  55.56%	  61.11%	  84.72%	  63.89%	  81.94%	  98.61%	  86.11%	  38.89%	  45.83%	  54.17%	  76.39%	 100.00%	  79.17%	  66.67%	  77.78%	  80.56%	  65.28%	  73.61%	  51.39%	  86.11%	  81.94%	  70.83%	  70.83%	  69.44%	  73.61%	  72.22%	  88.89%	  93.06%	 100.00%	 100.00%	  59.72%	  80.56%	  87.50%	  84.72%	 100.00%	  73.61%	  88.89%	  68.06%	  75.00%	  23.61%	  31.94%	  23.61%	  79.17%	  59.72%	  80.56%	  72.22%	  51.39%	  88.89%	 100.00%	  90.28%	  95.83%	  77.78%	  65.28%	  34.72%	  51.39%	  56.94%	  95.83%	  97.22%	  94.44%	  43.06%	  68.06%	  45.83%	  16.67%	  48.61%	  76.39%	  61.11%	  54.17%	  79.17%	  76.39%	  79.17%	  81.94%	  36.11%	  31.94%	  22.22%	  26.39%	 100.00%	  76.39%	  54.17%	  51.39%	  40.28%	  41.67%	  18.06%	  37.50%	  29.17%	  31.94%	  13.89%	  72.22%	  45.83%	  25.00%	  73.61%	  87.50%	  50.00%	  61.11%	  61.11%	  12.50%	  80.56%	  66.67%	  47.22%	  76.39%	  76.39%	  73.61%	 100.00%	 100.00%	 100.00%	  31.94%	  65.28%	  62.50%	  50.00%	  37.50%	  54.17%	  77.78%	  76.39%	  80.56%	  26.39%	  25.00%	  76.39%	  63.89%	  83.33%	  91.67%	  55.56%	  94.44%	 100.00%	  63.89%	  54.17%	  65.28%	  88.89%	  69.44%	  56.94%	  50.00%	  86.11%	  91.67%	  86.11%	  62.50%	  20.83%	  58.33%	  61.11%	  38.89%	  29.17%	  65.28%	  84.72%	  76.39%	  72.22%	  65.28%	  84.72%	  79.17%	  77.78%	  62.50%	  27.78%	  29.17%	  72.22%	 100.00%	  68.06%	  68.06%	  75.00%	  63.89%	  34.72%	  77.78%	  84.72%	  79.17%	  54.17%	  70.83%	  68.06%	  77.78%	 100.00%	  91.67%	  94.44%	  83.33%	  84.72%	  83.33%	  76.39%	  63.89%	  44.44%	  70.83%	  61.11%	  34.72%	  25.00%	  84.72%	  45.83%	  30.56%	  47.22%	  87.50%	  72.22%	  29.17%	  36.11%	  59.72%	  79.17%	  77.78%	  61.11%	  77.78%	  70.83%	  69.44%	  75.00%	  90.28%	  83.33%	  75.00%	  73.61%	  84.72%	  86.11%	  86.11%	  73.61%	  90.28%	  72.22%	  54.17%	  76.39%	  59.72%	  68.06%	  81.94%	  63.89%	  63.89%	  72.22%	  63.89%	  56.94%	  73.61%	  81.94%	  75.00%	  16.67%	  72.22%	  25.00%	  58.33%	  20.83%	  56.94%	  68.06%	  58.33%	  12.50%	  45.83%	  16.67%	  81.94%	  70.83%	  56.94%	  76.39%	  79.17%	  76.39%	  87.50%	  90.28%	  86.11%	 100.00%	 100.00%	 100.00%	 100.00%	  98.61%	 100.00%	 100.00%	  87.50%	  69.44%	 100.00%	  69.44%	  38.89%	  65.28%	  62.50%	  76.39%	  80.56%	  55.56%	  65.28%	  38.89%	  69.44%	  52.78%	  55.56%	  45.83%	  55.56%	  75.00%	   8.33%	  65.28%	   4.17%	   9.72%	   6.94%	   6.94%	  72.22%	  11.11%	  72.22%	  83.33%	  90.28%	  65.28%	  83.33%	  79.17%	  91.67%	  50.00%	  72.22%	  44.44%	  50.00%	  52.78%	  83.33%	  84.72%	  86.11%	  77.78%	  16.67%	   2.78%	  59.72%	 100.00%	  90.28%	  84.72%	 100.00%	  76.39%	  79.17%	  30.56%	  48.61%	  70.83%	  62.50%	  93.06%	  97.22%	  73.61%	  72.22%	  87.50%	  65.28%	   0.00%	  41.67%	  37.50%	  34.72%	  56.94%	  50.00%	  45.83%	  55.56%	  65.28%	  55.56%	  51.39%	  55.56%	  34.72%	  87.50%	  43.06%	  26.39%	  52.78%	  43.06%	  72.22%	  79.17%	  75.00%	  63.89%	  63.89%	  63.89%	  30.56%	  43.06%	  70.83%	  45.83%	  69.44%	  45.83%	  86.11%	  70.83%	  69.44%	  79.17%	  87.50%	  70.83%	  79.17%	  76.39%	  40.28%	  73.61%	  79.17%	  79.17%	  80.56%	  76.39%	  75.00%	  77.78%	  84.72%	  76.39%	  52.78%	  69.44%	  68.06%	  83.33%	  75.00%	  18.06%	  16.67%	  86.11%	  79.17%	  68.06%	  86.11%	  77.78%	  63.89%	  20.83%	 100.00%	  90.28%	 100.00%	  91.67%	  77.78%	  90.28%	  93.06%	  66.67%	  66.67%	  44.44%	  34.72%	  45.83%	 100.00%	 100.00%	 100.00%	  68.06%	  44.44%	  80.56%	  66.67%	  51.39%	  38.89%	  75.00%	  40.28%	  69.44%	  54.17%	  23.61%	   0.00%	  70.83%	  45.83%	  61.11%	  48.61%	  63.89%	  76.39%	  20.83%	  90.28%	  81.94%	  79.17%	  34.72%	  66.67%	  68.06%	  75.00%	  48.61%	  58.33%	  79.17%	  79.17%	  76.39%	  62.50%	  75.00%	  77.78%	  66.67%	  69.44%	  65.28%	  73.61%	  88.89%	  66.67%	  65.28%	  63.89%	  55.56%	  30.56%	  29.17%	  55.56%	  86.11%	  73.61%	  63.89%	  95.83%	  25.00%	  23.61%	  25.00%	  18.06%	  26.39%	  88.89%	  86.11%	  59.72%	  76.39%	  59.72%	  72.22%	  47.22%	  68.06%	   0.00%	   5.56%	  43.06%	  75.00%	  86.11%	  81.94%	  20.83%	  59.72%	  86.11%	  95.83%	 100.00%	  97.22%	  83.33%	  62.50%	  66.67%	  63.89%	  93.06%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	 100.00%	   2.78%	  83.33%	  73.61%	  36.11%	  51.39%	  59.72%	  55.56%	  52.78%	  76.39%	  95.83%	 100.00%	  90.28%	  43.06%	  54.17%	  83.33%	  65.28%	  54.17%	  41.67%	  20.83%	  23.61%	  41.67%	  76.39%	  56.94%	  72.22%	  48.61%	  47.22%	  59.72%	  69.44%	  97.22%	 100.00%	 100.00%	  72.22%	  90.28%	  75.00%	  65.28%	  97.22%	  29.17%	  54.17%	  77.78%	  37.50%	  81.94%	  76.39%	  87.50%	  63.89%	  48.61%	  80.56%	  73.61%	  44.44%	  27.78%	  19.44%	  63.89%	  54.17%	  50.00%	  70.83%	  44.44%	  65.28%	  56.94%	  83.33%	  88.89%	  72.22%	  80.56%	  55.56%	  47.22%	  45.83%	  31.94%	  45.83%	  30.56%	  83.33%	  93.06%	 100.00%	  72.22%	  44.44%	  44.44%	  75.00%	  50.00%	  59.72%	 100.00%	  72.22%	  58.33%	  75.00%	  72.22%	  13.89%	  37.50%	  80.56%	  69.44%	  84.72%	  76.39%	  76.39%	
    f1   0.2667	  0.2599	  0.2303	  0.2700	  0.1914	  0.3455	  0.3684	  0.2667	  0.2857	  0.2827	  0.2303	  0.2946	  0.0000	  0.0267	  1.0000	  0.2564	  0.2827	  0.4965	  0.2764	  0.3003	  0.3077	  0.2732	  0.1614	  0.2493	  1.0000	  0.2764	  0.3058	  0.2732	  0.2633	  0.2633	  0.2700	  0.2946	  0.3003	  0.3003	  0.3030	  0.3030	  0.2700	  0.2419	  0.2456	  0.2263	  0.2764	  0.2764	  0.2633	  0.2827	  0.2917	  0.2667	  0.2381	  0.2887	  0.2700	  0.2493	  0.2827	  0.3003	  0.2974	  0.2700	  0.2222	  0.2342	  0.2263	  0.3793	  0.3333	  0.2667	  0.1449	  0.2599	  0.2263	  0.2006	  0.2667	  0.2181	  0.2941	  0.2419	  0.2500	  0.1273	  0.1505	  0.1718	  0.2564	  0.2887	  0.2857	  0.3030	  0.3030	  0.2633	  0.2564	  0.2796	  0.2381	  0.4194	  0.2006	  0.2493	  0.3846	  0.3077	  0.2181	  0.2764	  0.2222	  0.2887	  0.3739	  0.2974	  0.3030	  0.1667	  0.2887	  0.2564	  0.3030	  0.2303	  0.2088	  0.2946	  0.2051	  0.2303	  0.3514	  0.4194	  0.2342	  0.2419	  0.2599	  0.2181	  0.2419	  0.2181	  0.2974	  0.2946	  0.2917	  0.2764	  0.2419	  0.4930	  0.4930	  0.4894	  0.4545	  0.2727	  0.3739	  1.0000	  0.4894	  0.1449	  0.2493	  0.2051	  1.0000	  1.0000	  0.4965	  1.0000	  0.4627	  0.4504	  0.3950	  0.3137	  0.3003	  0.3238	  0.3286	  1.0000	  0.3085	  0.3846	  0.2700	  0.2796	  0.2946	  0.2946	  0.3003	  0.2946	  0.2419	  0.3003	  0.2974	  0.3137	  0.3030	  0.2456	  0.2732	  0.2667	  0.2796	  0.2181	  0.2181	  0.3793	  0.3030	  0.2263	  0.1085	  0.0180	  0.0351	  0.0351	  0.2653	  0.2857	  0.4098	  1.0000	  0.2342	  0.2342	  0.1273	  0.1449	  0.2419	  0.1818	  0.4240	  0.2974	  0.3143	  0.2732	  0.2633	  0.1818	  0.3058	  0.2946	  0.4706	  0.3950	  0.4857	  0.4745	  1.0000	  0.2917	  0.2667	  0.2827	  0.2917	  1.0000	  0.4783	  0.3628	  0.3684	  0.3143	  0.3793	  0.0741	  0.2564	  0.2342	  0.2456	  0.2827	  0.4286	  0.3137	  0.3950	  0.2303	  0.2732	  0.0513	  0.0513	  0.1505	  0.1273	  0.2764	  0.1333	  0.1449	  0.2796	  0.2633	  0.2493	  0.2342	  0.2700	  0.3188	  0.2222	  0.1961	  0.4783	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2342	  0.2764	  0.2493	  0.2700	  0.4504	  0.2456	  0.1914	  0.4462	  0.4240	  0.2599	  0.4545	  0.2732	  0.0513	  0.0591	  0.0267	  0.1505	  0.2381	  0.2946	  0.2700	  0.4419	  0.2917	  0.2667	  0.2917	  0.2827	  0.2732	  0.1914	  0.2827	  0.4783	  0.2946	  0.3030	  0.4930	  1.0000	  0.2946	  0.1614	  0.1505	  0.1149	  0.2051	  0.1614	  0.1505	  0.1718	  0.2381	  0.1392	  1.0000	  0.2827	  0.1449	  0.1085	  0.2051	  0.3058	  0.2222	  0.3058	  0.2633	  0.1867	  0.1769	  0.2006	  0.2764	  0.2946	  0.1449	  0.2599	  0.2493	  0.4667	  0.2887	  0.1212	  0.2529	  0.2342	  0.2419	  0.2599	  0.1914	  0.2946	  0.2667	  0.2564	  0.1020	  0.2796	  0.2633	  0.2529	  0.2564	  0.1392	  0.3030	  0.2381	  0.2764	  0.2381	  0.2974	  0.2917	  0.2381	  0.2529	  0.2564	  0.2564	  0.2732	  0.2419	  0.2095	  0.2917	  0.3213	  0.2857	  0.2827	  0.3030	  0.3188	  0.3137	  0.3163	  0.2796	  0.4146	  0.2887	  0.2796	  0.2667	  0.2796	  0.2732	  0.1212	  0.3571	  0.2732	  0.2633	  0.2667	  0.3455	  0.1020	  0.2006	  0.2456	  0.2700	  0.2303	  0.2381	  0.2871	  0.2700	  0.2764	  0.1449	  0.3010	  0.3514	  0.2764	  0.2764	  0.1961	  0.1961	  0.2381	  0.2222	  0.3628	  1.0000	  0.4706	  1.0000	  1.0000	  0.1914	  0.2181	  0.1718	  0.2529	  0.2138	  0.2577	  0.2000	  0.4545	  0.2222	  0.1961	  0.2303	  1.0000	  0.3030	  0.2138	  0.1392	  0.2732	  0.3262	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.2181	  0.2827	  0.1505	  0.4857	  0.4375	  0.2095	  0.3085	  0.4545	  0.4286	  0.2419	  0.2764	  0.2303	  0.3394	  0.2263	  0.2381	  0.2419	  0.2700	  0.2006	  0.2887	  0.4586	  0.4820	  0.1718	  0.2633	  0.2564	  0.3003	  0.2456	  0.2529	  0.2700	  0.2857	  0.2764	  0.2974	  0.3077	  0.2800	  0.1667	  0.3058	  0.2381	  0.2700	  0.2633	  0.2181	  0.2006	  0.2974	  0.3085	  0.2796	  0.2051	  0.2138	  0.2303	  0.2827	  0.0813	  0.2857	  0.2529	  0.3058	  0.2917	  0.2006	  0.2051	  0.2419	  0.2667	  0.3846	  0.2599	  0.2796	  0.2917	  0.2263	  0.1914	  0.2564	  0.2633	  0.2006	  0.1914	  0.2887	  0.3137	  0.1667	  0.2946	  0.2796	  0.2857	  0.2564	  0.2700	  0.3030	  0.2181	  0.3058	  0.2946	  0.3394	  0.2887	  0.1614	  0.3111	  0.3085	  0.1505	  0.1392	  0.2667	  0.2564	  0.2700	  0.1449	  1.0000	  0.4930	  0.2493	  0.2796	  0.3003	  0.3030	  0.4706	  0.4667	  0.4667	  0.2764	  0.0267	  0.4857	  0.2419	  0.0267	  0.2419	  0.3003	  0.4857	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.3950	  1.0000	  0.2917	  0.3058	  0.2700	  0.0667	  0.2974	  0.2917	  0.2917	  0.2946	  0.2887	  0.2827	  0.3058	  0.2342	  0.4745	  0.2667	  0.4331	  0.4667	  0.2974	  0.2827	  0.2764	  0.2700	  0.1961	  0.4820	  0.3030	  0.2857	  0.2827	  0.2917	  0.4667	  0.3085	  0.0000	  0.3238	  0.4930	  0.2796	  0.2827	  0.1449	  0.1020	  0.2732	  0.2796	  0.2917	  0.3085	  0.2764	  0.2732	  0.2974	  0.2456	  0.2181	  0.3188	  0.3003	  0.3003	  0.2887	  0.2419	  0.2138	  0.3213	  0.2222	  0.2342	  0.2381	  0.2529	  0.2827	  0.4820	  0.2700	  0.2564	  0.2564	  0.1560	  0.3793	  0.3058	  0.1273	  0.1961	  0.3085	  1.0000	  0.4706	  0.2006	  0.0591	  0.3188	  0.2493	  0.2181	  0.4504	  0.4146	  0.2974	  0.2529	  0.2946	  0.2917	  0.2857	  0.1914	  0.2006	  0.2564	  0.2095	  0.1867	  0.2381	  0.0513	  0.0952	  0.0741	  0.0813	  0.1020	  0.0741	  0.2796	  0.3213	  0.3111	  0.4504	  0.4462	  0.4331	  0.1614	  0.4462	  0.2827	  0.2667	  0.3739	  0.2887	  0.4820	  0.1212	  0.2857	  0.2917	  0.4194	  0.2857	  0.2700	  0.2700	  0.3003	  0.2917	  0.2857	  0.2887	  0.2827	  0.2887	  0.1614	  0.2796	  0.3950	  0.3898	  0.3003	  0.2181	  0.2051	  0.3058	  0.2946	  0.2857	  0.2700	  1.0000	  0.2917	  0.2974	  0.2974	  0.2419	  0.1614	  0.2263	  0.1614	  0.3137	  0.3085	  0.3085	  0.3085	  0.2796	  0.2456	  0.1867	  0.4504	  0.3846	  0.2340	  0.2700	  0.3058	  0.2827	  0.3003	  0.2917	  0.4930	  0.2764	  0.2667	  0.2599	  0.2796	  0.1505	  0.2827	  0.2974	  0.2732	  0.2857	  0.2857	  0.2006	  0.1961	  0.1769	  0.3058	  0.2796	  0.2529	  0.2564	  0.2303	  0.2138	  0.2667	  0.2732	  0.2887	  0.2633	  0.2456	  0.2667	  0.2796	  0.2493	  0.2667	  0.3058	  0.3793	  0.2263	  0.2974	  0.2599	  0.0813	  0.2381	  0.2857	  0.1149	  0.0180	  0.1149	  0.2796	  0.2222	  0.2700	  0.2138	  0.4930	  0.4894	  0.4462	  0.4965	  0.3262	  0.3030	  0.2827	  0.3514	  0.2263	  0.2700	  0.1273	  0.2138	  0.2051	  0.2095	  0.2599	  0.2887	  0.3188	  0.2599	  0.2667	  0.2764	  0.1085	  0.3085	  0.2493	  0.2529	  0.2667	  0.1914	  0.2181	  0.1667	  0.1614	  0.0813	  0.2006	  0.2138	  0.2796	  0.2700	  1.0000	  0.2857	  0.4586	  0.4894	  0.2342	  0.0591	  0.1273	  0.2974	  0.4098	  0.3208	  0.2303	  0.3030	  0.3111	  0.3030	  0.2222	  0.2946	  0.3058	  0.2456	  0.2917	  0.2564	  0.1667	  0.2564	  0.2381	  0.2564	  0.2138	  0.2095	  0.1914	  1.0000	  1.0000	  1.0000	  0.4504	  0.2917	  0.3514	  0.2667	  0.2381	  0.1818	  0.1724	  0.1724	  0.1818	  0.4667	  0.3213	  0.3085	  0.2917	  0.2887	  0.3188	  0.3030	  0.2946	  0.4820	  0.4745	  0.2263	  0.2222	  0.1560	  0.2700	  0.2633	  0.2456	  0.2700	  0.1867	  0.2095	  0.2419	  0.1769	  0.2138	  0.2138	  0.2006	  0.2051	  0.1818	  0.2564	  0.2342	  0.2303	  0.2887	  0.2887	  0.2564	  0.2263	  0.1333	  0.1333	  0.2529	  0.2857	  0.2946	  0.3058	  0.2493	  0.2796	  0.3628	  0.3137	  0.2917	  0.4240	  0.2051	  0.2667	  0.2529	  0.2564	  0.0433	  0.2700	  1.0000	  0.2051	  0.4706	  0.4050	  0.4462	  0.1910	  0.2887	  0.2138	  0.0351	  0.2764	  0.2941	  0.3111	  1.0000	  0.2764	  0.3111	  0.1392	  0.2342	  0.2006	  0.2181	  0.3030	  0.2796	  0.2342	  0.2419	  0.2667	  0.2303	  0.2857	  0.2857	  0.2887	  0.2456	  0.2633	  0.2700	  0.2827	  0.2974	  1.0000	  0.2342	  0.1333	  0.1449	  0.2946	  0.3030	  0.3188	  0.4331	  0.2887	  0.2095	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  0.3003	  1.0000	  0.4965	  1.0000	  0.4857	  0.3333	  0.1914	  0.3571	  0.3514	  0.2917	  0.3058	  0.2732	  0.2303	  0.2263	  0.1867	  0.2006	  0.2700	  0.1867	  0.3010	  0.2493	  0.2051	  0.1333	  0.2088	  0.2827	  0.2974	  0.3286	  1.0000	  0.3003	  0.2917	  0.2138	  0.2857	  0.2493	  0.3898	  0.3030	  0.2974	  0.4375	  0.4820	  0.2667	  0.1000	  0.2564	  0.2633	  0.2974	  0.1085	  0.2564	  0.2917	  0.2529	  0.2764	  0.2700	  0.2796	  0.2857	  0.2633	  0.2796	  0.2700	  0.1718	  0.2700	  0.3739	  0.2700	  0.2857	  0.1769	  0.2667	  0.2857	  0.3003	  0.2700	  0.4000	  0.4146	  0.3085	  0.1914	  0.2564	  0.3003	  0.4745	  0.4745	  1.0000	  0.3085	  1.0000	  0.4783	  1.0000	  1.0000	  1.0000	  0.2342	  1.0000	  0.2917	  0.3898	  0.3333	  0.2764	  0.1149	  0.2529	  0.2222	  0.1212	  0.1212	  0.3333	  0.2095	  0.2381	  0.2529	  0.3058	  0.2599	  0.4504	  0.4965	  0.4627	  0.1867	  0.3143	  0.2342	  0.4331	  1.0000	  0.2946	  0.2667	  0.2917	  0.2974	  0.2633	  0.2827	  0.3394	  0.3085	  0.3003	  0.2764	  0.2764	  0.2732	  0.2827	  0.2796	  0.4706	  0.4820	  1.0000	  1.0000	  0.2493	  0.4462	  0.3111	  0.3058	  1.0000	  0.2827	  0.4706	  0.4050	  0.2857	  0.1273	  0.1614	  0.1273	  0.2946	  0.2493	  0.2974	  0.2796	  0.2263	  0.3137	  1.0000	  0.4745	  0.4894	  0.2917	  0.2633	  0.1718	  0.2263	  0.2419	  0.4894	  0.4930	  0.4857	  0.2006	  0.2700	  0.2095	  0.0952	  0.2181	  0.2887	  0.3793	  0.2342	  0.4419	  0.2887	  0.4419	  0.3003	  0.1769	  0.1614	  0.1212	  0.1392	  1.0000	  0.2887	  0.2342	  0.2263	  0.1914	  0.1961	  0.1020	  0.1818	  0.1505	  0.1614	  0.0813	  0.2796	  0.2095	  0.1333	  0.2827	  0.3111	  0.2222	  0.2529	  0.2529	  0.0741	  0.2974	  0.2667	  0.2138	  0.2887	  0.2887	  0.2827	  1.0000	  1.0000	  1.0000	  0.2421	  0.2633	  0.2564	  0.2222	  0.1818	  0.2342	  0.2917	  0.2887	  0.4462	  0.1392	  0.2000	  0.2887	  0.2599	  0.3030	  0.3188	  0.2381	  0.3238	  1.0000	  0.2599	  0.2342	  0.2633	  0.3137	  0.2732	  0.2419	  0.2222	  0.3085	  0.3188	  0.3085	  0.2564	  0.1149	  0.2456	  0.2529	  0.1867	  0.1505	  0.2633	  0.3058	  0.2887	  0.2796	  0.2633	  0.3058	  0.2946	  0.2917	  0.2564	  0.1449	  0.1505	  0.4194	  1.0000	  0.2700	  0.2700	  0.2857	  0.2599	  0.1718	  0.2917	  0.3058	  0.2946	  0.2342	  0.2764	  0.2700	  0.2917	  1.0000	  0.4783	  0.3238	  0.3030	  0.3058	  0.3030	  0.4331	  0.2599	  0.3077	  0.2764	  0.2529	  0.1718	  0.1333	  0.3058	  0.2095	  0.1560	  0.2138	  0.3111	  0.2796	  0.1505	  0.1769	  0.2493	  0.2946	  0.2917	  0.2529	  0.2917	  0.2764	  0.2732	  0.2857	  0.3163	  0.3030	  0.2857	  0.2827	  0.3058	  0.3085	  0.3085	  0.2827	  0.4745	  0.2796	  0.2342	  0.2887	  0.2493	  0.2700	  0.3003	  0.2599	  0.2599	  0.2796	  0.2599	  0.2419	  0.2827	  0.4504	  0.2857	  0.0952	  0.2796	  0.1333	  0.2456	  0.1149	  0.2419	  0.2700	  0.2456	  0.0741	  0.2095	  0.0952	  0.3003	  0.2764	  0.2419	  0.2887	  0.2946	  0.2887	  0.4667	  0.3163	  0.4627	  1.0000	  1.0000	  1.0000	  1.0000	  0.4965	  1.0000	  1.0000	  0.4667	  0.2732	  1.0000	  0.2732	  0.1867	  0.2633	  0.2564	  0.2887	  0.2974	  0.2381	  0.2633	  0.1867	  0.4098	  0.2303	  0.2381	  0.2095	  0.2381	  0.2857	  0.0513	  0.2633	  0.0267	  0.0591	  0.0433	  0.0433	  0.2796	  0.0667	  0.2796	  0.3030	  0.3163	  0.3950	  0.4545	  0.4419	  0.3188	  0.2222	  0.2796	  0.3077	  0.2222	  0.3455	  0.3030	  0.3058	  0.4627	  0.2917	  0.0952	  0.0180	  0.2493	  1.0000	  0.4745	  0.3058	  1.0000	  0.2887	  0.4419	  0.1560	  0.3271	  0.2764	  0.3846	  0.4820	  0.4930	  0.2827	  0.2796	  0.3111	  0.3950	  0.0000	  0.1961	  0.1818	  0.1718	  0.2419	  0.2222	  0.2095	  0.2381	  0.2633	  0.2381	  0.2263	  0.2381	  0.1718	  0.3111	  0.2006	  0.1392	  0.2303	  0.2006	  0.2796	  0.2946	  0.2857	  0.2599	  0.2599	  0.2599	  0.1560	  0.2006	  0.2764	  0.3143	  0.2732	  0.3143	  0.3085	  0.4146	  0.4098	  0.2946	  0.3111	  0.4146	  0.2946	  0.2887	  0.1914	  0.2827	  0.2946	  0.2946	  0.2974	  0.4331	  0.2857	  0.2917	  0.3058	  0.4331	  0.3455	  0.2732	  0.2700	  0.3030	  0.2857	  0.1020	  0.0952	  0.3085	  0.2946	  0.2700	  0.3085	  0.2917	  0.2599	  0.1149	  1.0000	  0.4745	  1.0000	  0.4783	  0.2917	  0.4745	  0.4820	  0.2667	  0.2667	  0.2051	  0.1718	  0.2095	  1.0000	  1.0000	  1.0000	  0.4050	  0.2051	  0.2974	  0.2667	  0.2263	  0.1867	  0.4286	  0.1914	  0.2732	  0.2342	  0.1273	  0.0000	  0.2764	  0.3143	  0.3793	  0.3271	  0.2599	  0.2887	  0.1149	  0.4745	  0.3003	  0.4419	  0.1718	  0.2667	  0.4050	  0.2857	  0.2181	  0.2456	  0.2946	  0.2946	  0.2887	  0.2564	  0.2857	  0.2917	  0.2667	  0.2732	  0.2633	  0.2827	  0.3137	  0.2667	  0.3950	  0.3898	  0.2381	  0.1560	  0.1505	  0.2381	  0.3085	  0.2827	  0.2599	  0.4894	  0.1333	  0.1273	  0.1333	  0.1020	  0.1392	  0.3137	  0.3085	  0.2493	  0.4331	  0.3739	  0.2796	  0.2138	  0.4050	  0.0000	  0.0351	  0.2006	  0.4286	  0.4627	  0.4504	  0.1149	  0.2493	  0.3085	  0.4894	  1.0000	  0.4930	  0.3030	  0.2564	  0.2667	  0.2599	  0.4820	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  1.0000	  0.0180	  0.4545	  0.2827	  0.1769	  0.2263	  0.2493	  0.2381	  0.2303	  0.2887	  0.4894	  1.0000	  0.3163	  0.2006	  0.2342	  0.3030	  0.3950	  0.2342	  0.1961	  0.1149	  0.1273	  0.1961	  0.2887	  0.2419	  0.2796	  0.2181	  0.2138	  0.2493	  0.2732	  0.4930	  1.0000	  1.0000	  0.2796	  0.4745	  0.4286	  0.2633	  0.4930	  0.1505	  0.2342	  0.2917	  0.1818	  0.3003	  0.2887	  0.3111	  0.2599	  0.2181	  0.2974	  0.2827	  0.2051	  0.1449	  0.1085	  0.2599	  0.2342	  0.2222	  0.2764	  0.2051	  0.2633	  0.2419	  0.3030	  0.4706	  0.2796	  0.4462	  0.2381	  0.2138	  0.2095	  0.1614	  0.2095	  0.1560	  0.3030	  0.4820	  1.0000	  0.2796	  0.2051	  0.2051	  0.2857	  0.2222	  0.2493	  1.0000	  0.2796	  0.2456	  0.2857	  0.2796	  0.0813	  0.1818	  0.2974	  0.4098	  0.3058	  0.2887	  0.2887	

------
prediction result:
confusion matrix:
[[0.01354946 0.13589828 0.01841149]
 [0.0210535  0.60455196 0.05194114]
 [0.00832966 0.11622083 0.03004367]]
f1 on test:    0.38409822520428477
f1 on test:    0.6481450902686041 (micro)
f1 on KB:      0.40073593721731915
integrated f1: 0.39341140035447697, w_data: 0.4246200244007528, w_klg: 0.5753799755992473



------
integrated result:
confusion matrix:
[[ 1477. 14814.  2007.]
 [ 2295. 65901.  5662.]
 [  908. 12669.  3275.]]
f1 on test:    0.3536674934188369
f1 on test:    0.6730423455159255 (micro)
f1 on KB:      0.6028074385964385
integrated f1: 0.49701762899592317, w_data: 0.4246200244007528, w_klg: 0.5753799755992473

