Used file: ./classification/Multivariate_ts/EthanolConcentration/EthanolConcentration_TRAIN.ts

+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|   Input Length | Output Length   |   Total Channels |   Selected Channels |   Input Tokens |   Generated Tokens |   Conversation Length |
+================+=================+==================+=====================+================+====================+=======================+
|            851 | -               |                3 |                   1 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            555 | -               |                3 |                   1 |            489 |                111 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            695 | -               |                3 |                   1 |            489 |                 90 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            411 | -               |                3 |                   2 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            746 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            549 | -               |                3 |                   1 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            811 | -               |                3 |                   1 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            863 | -               |                3 |                   1 |            489 |                 83 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            574 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            412 | -               |                3 |                   2 |            489 |                104 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            721 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            703 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            783 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            255 | -               |                3 |                   3 |            489 |                 81 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            388 | -               |                3 |                   2 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            865 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            674 | -               |                3 |                   1 |            489 |                106 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            668 | -               |                3 |                   1 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            337 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            814 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            770 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            604 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            660 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            336 | -               |                3 |                   3 |            489 |                117 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            731 | -               |                3 |                   1 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            417 | -               |                3 |                   1 |            489 |                 86 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            455 | -               |                3 |                   2 |            489 |                111 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            744 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            319 | -               |                3 |                   2 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            365 | -               |                3 |                   1 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            319 | -               |                3 |                   2 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            477 | -               |                3 |                   1 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            347 | -               |                3 |                   2 |            489 |                111 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            238 | -               |                3 |                   2 |            489 |                117 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            587 | -               |                3 |                   1 |            489 |                 91 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            411 | -               |                3 |                   2 |            489 |                 78 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            423 | -               |                3 |                   2 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            301 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            655 | -               |                3 |                   1 |            489 |                 72 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            536 | -               |                3 |                   1 |            489 |                 70 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            222 | -               |                3 |                   3 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            286 | -               |                3 |                   2 |            489 |                127 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            308 | -               |                3 |                   2 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            836 | -               |                3 |                   1 |            489 |                 90 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            365 | -               |                3 |                   2 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            749 | -               |                3 |                   1 |            489 |                 86 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            866 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            582 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            480 | -               |                3 |                   2 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            681 | -               |                3 |                   1 |            489 |                110 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            292 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            239 | -               |                3 |                   3 |            489 |                115 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            501 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            834 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            505 | -               |                3 |                   1 |            489 |                 85 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            221 | -               |                3 |                   1 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            663 | -               |                3 |                   1 |            489 |                111 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            381 | -               |                3 |                   1 |            489 |                110 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            468 | -               |                3 |                   2 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            701 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            818 | -               |                3 |                   1 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            182 | -               |                3 |                   3 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            782 | -               |                3 |                   1 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            700 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            746 | -               |                3 |                   1 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            343 | -               |                3 |                   2 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            336 | -               |                3 |                   1 |            489 |                103 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            469 | -               |                3 |                   1 |            489 |                 77 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            532 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            322 | -               |                3 |                   3 |            489 |                 88 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            646 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            856 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            399 | -               |                3 |                   2 |            489 |                113 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            837 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            874 | -               |                3 |                   1 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            600 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            524 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            713 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            378 | -               |                3 |                   2 |            489 |                114 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            593 | -               |                3 |                   1 |            489 |                 85 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            617 | -               |                3 |                   1 |            489 |                115 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            425 | -               |                3 |                   2 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            344 | -               |                3 |                   1 |            489 |                 88 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            550 | -               |                3 |                   1 |            489 |                 88 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            348 | -               |                3 |                   1 |            489 |                112 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            271 | -               |                3 |                   2 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            244 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            351 | -               |                3 |                   2 |            489 |                 73 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            268 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            695 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            457 | -               |                3 |                   1 |            489 |                 82 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            537 | -               |                3 |                   1 |            489 |                 73 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            828 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            813 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            856 | -               |                3 |                   1 |            489 |                 75 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            277 | -               |                3 |                   3 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            489 | -               |                3 |                   2 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            862 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            344 | -               |                3 |                   2 |            489 |                 85 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            572 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            646 | -               |                3 |                   1 |            489 |                 83 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            474 | -               |                3 |                   2 |            489 |                 97 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            730 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            447 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            320 | -               |                3 |                   3 |            489 |                 83 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            675 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            389 | -               |                3 |                   1 |            489 |                110 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            647 | -               |                3 |                   1 |            489 |                106 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            446 | -               |                3 |                   2 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            499 | -               |                3 |                   1 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            830 | -               |                3 |                   1 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            806 | -               |                3 |                   1 |            489 |                 78 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            431 | -               |                3 |                   2 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            319 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            664 | -               |                3 |                   1 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            433 | -               |                3 |                   2 |            489 |                 80 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            435 | -               |                3 |                   2 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            590 | -               |                3 |                   1 |            489 |                 89 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            176 | -               |                3 |                   1 |            489 |                117 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            782 | -               |                3 |                   1 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            273 | -               |                3 |                   2 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            387 | -               |                3 |                   2 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            627 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            551 | -               |                3 |                   1 |            489 |                 76 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            312 | -               |                3 |                   1 |            489 |                112 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            847 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            236 | -               |                3 |                   1 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            810 | -               |                3 |                   1 |            489 |                104 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            588 | -               |                3 |                   1 |            489 |                 83 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            294 | -               |                3 |                   2 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            736 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            665 | -               |                3 |                   1 |            489 |                 68 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            581 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            847 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            772 | -               |                3 |                   1 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            205 | -               |                3 |                   3 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            816 | -               |                3 |                   1 |            489 |                 82 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            396 | -               |                3 |                   2 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            757 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            483 | -               |                3 |                   2 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            752 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            623 | -               |                3 |                   1 |            489 |                 82 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            313 | -               |                3 |                   1 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            647 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            872 | -               |                3 |                   1 |            489 |                103 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            385 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            815 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            745 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            417 | -               |                3 |                   2 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            403 | -               |                3 |                   2 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            804 | -               |                3 |                   1 |            489 |                104 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            324 | -               |                3 |                   3 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            837 | -               |                3 |                   1 |            489 |                 88 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            839 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            724 | -               |                3 |                   1 |            489 |                114 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            514 | -               |                3 |                   1 |            489 |                106 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            844 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            676 | -               |                3 |                   1 |            489 |                 90 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            744 | -               |                3 |                   1 |            489 |                106 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            222 | -               |                3 |                   1 |            489 |                 85 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            721 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            827 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            788 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            777 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            874 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            831 | -               |                3 |                   1 |            489 |                 87 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            417 | -               |                3 |                   2 |            489 |                115 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            376 | -               |                3 |                   1 |            489 |                113 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            194 | -               |                3 |                   1 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            550 | -               |                3 |                   1 |            489 |                 80 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            553 | -               |                3 |                   1 |            489 |                 90 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            446 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            206 | -               |                3 |                   2 |            489 |                 99 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            318 | -               |                3 |                   2 |            489 |                109 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            291 | -               |                3 |                   2 |            489 |                126 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            254 | -               |                3 |                   1 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            337 | -               |                3 |                   3 |            489 |                102 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            755 | -               |                3 |                   1 |            489 |                117 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            282 | -               |                3 |                   1 |            489 |                 95 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            567 | -               |                3 |                   1 |            489 |                110 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            326 | -               |                3 |                   1 |            489 |                107 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            311 | -               |                3 |                   3 |            489 |                 92 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            623 | -               |                3 |                   1 |            489 |                104 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            585 | -               |                3 |                   1 |            489 |                 88 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            369 | -               |                3 |                   2 |            489 |                103 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            724 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            667 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            392 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            583 | -               |                3 |                   1 |            489 |                 90 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            746 | -               |                3 |                   1 |            489 |                 71 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            206 | -               |                3 |                   2 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            871 | -               |                3 |                   1 |            489 |                 96 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            651 | -               |                3 |                   1 |            489 |                 79 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            630 | -               |                3 |                   1 |            489 |                 94 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            809 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            697 | -               |                3 |                   1 |            489 |                103 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            574 | -               |                3 |                   1 |            489 |                102 |                     2 |
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|            270 | -               |                3 |                   3 |            489 |                 98 |                     2 |
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|            529 | -               |                3 |                   1 |            489 |                102 |                     2 |
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|            392 | -               |                3 |                   2 |            489 |                 84 |                     2 |
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|            203 | -               |                3 |                   2 |            489 |                 95 |                     2 |
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|            822 | -               |                3 |                   1 |            489 |                105 |                     2 |
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|            691 | -               |                3 |                   1 |            489 |                104 |                     2 |
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|            231 | -               |                3 |                   3 |            489 |                100 |                     2 |
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|            384 | -               |                3 |                   1 |            489 |                 96 |                     2 |
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|            665 | -               |                3 |                   1 |            489 |                101 |                     2 |
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|            219 | -               |                3 |                   2 |            489 |                104 |                     2 |
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|            211 | -               |                3 |                   3 |            489 |                109 |                     2 |
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|            691 | -               |                3 |                   1 |            489 |                100 |                     2 |
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|            683 | -               |                3 |                   1 |            489 |                 99 |                     2 |
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|            319 | -               |                3 |                   2 |            489 |                105 |                     2 |
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|            243 | -               |                3 |                   2 |            489 |                116 |                     2 |
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|            305 | -               |                3 |                   2 |            489 |                108 |                     2 |
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|            384 | -               |                3 |                   2 |            489 |                105 |                     2 |
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|            734 | -               |                3 |                   1 |            489 |                 78 |                     2 |
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|            280 | -               |                3 |                   1 |            489 |                 99 |                     2 |
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|            439 | -               |                3 |                   1 |            489 |                104 |                     2 |
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|            561 | -               |                3 |                   1 |            489 |                116 |                     2 |
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|            420 | -               |                3 |                   2 |            489 |                 88 |                     2 |
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|            590 | -               |                3 |                   1 |            489 |                 96 |                     2 |
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|            817 | -               |                3 |                   1 |            489 |                 82 |                     2 |
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|            649 | -               |                3 |                   1 |            489 |                 73 |                     2 |
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|            476 | -               |                3 |                   1 |            489 |                107 |                     2 |
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|            592 | -               |                3 |                   1 |            489 |                 89 |                     2 |
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|            804 | -               |                3 |                   1 |            489 |                112 |                     2 |
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|            487 | -               |                3 |                   1 |            489 |                 92 |                     2 |
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|            740 | -               |                3 |                   1 |            489 |                 92 |                     2 |
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|            197 | -               |                3 |                   2 |            489 |                102 |                     2 |
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|            439 | -               |                3 |                   2 |            489 |                102 |                     2 |
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|            443 | -               |                3 |                   2 |            489 |                100 |                     2 |
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|            592 | -               |                3 |                   1 |            489 |                 93 |                     2 |
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|            526 | -               |                3 |                   1 |            489 |                104 |                     2 |
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|            303 | -               |                3 |                   2 |            489 |                106 |                     2 |
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|            708 | -               |                3 |                   1 |            489 |                 98 |                     2 |
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|            833 | -               |                3 |                   1 |            489 |                 83 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            349 | -               |                3 |                   2 |            489 |                 76 |                     2 |
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|            448 | -               |                3 |                   2 |            489 |                103 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            797 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            715 | -               |                3 |                   1 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            473 | -               |                3 |                   1 |            489 |                 93 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            857 | -               |                3 |                   1 |            489 |                105 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            555 | -               |                3 |                   1 |            489 |                100 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            405 | -               |                3 |                   1 |            489 |                 98 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            831 | -               |                3 |                   1 |            489 |                 82 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            446 | -               |                3 |                   2 |            489 |                 78 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            681 | -               |                3 |                   1 |            489 |                 85 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            682 | -               |                3 |                   1 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            345 | -               |                3 |                   2 |            489 |                101 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            793 | -               |                3 |                   1 |            489 |                 97 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
|            398 | -               |                3 |                   1 |            489 |                 84 |                     2 |
+----------------+-----------------+------------------+---------------------+----------------+--------------------+-----------------------+
Model used: gpt-4o-mini
System prompt tokens: 458
Total input tokens: 122250
Total generated tokens: 24257
Total tokens: 146507

Arguments used:
Dataset Directory: ./classification/Multivariate_ts/EthanolConcentration
Prompt Path: ./system_prompts/classification_simple.txt
Number of Samples: 250
Bias: 1.0
Max Length: 1024
API: openai
Task: classification
