
 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.5569200773410105
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.41890162680507154
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,

 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.5569200773410103
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.418901626805072
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,

 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.5569200773410106
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.41890162680507204
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,

 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.5569200773410106
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.4189016268050715
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,

 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.5569200773410111
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.4189016268050718
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,

 
 
 Mutagenicity
 method: rcexp_noldb
 bloss version: sigmoid
 ckpt dir: ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer_noldb.pth.tar
 explainer params sum: -69.96377245336771, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 ROC AUC score: 0.34855542770472536
 noise percent: 10.0, inverse noise: False
 avg removed edges: 0.0
 pred removed edges: 0.0
 avg added edges: 0.0
 avg noise diff: 0.0
 avg pred diff: 0.0
 skipped iters: 0.0
 Average mask density: 0.55692007734101
 pos diff: [0.07738561856694617 0.                 ], inv diff: [0.3393993732537071 0.                ], topk inv diff: [0.5293933751367933 0.                ]
 Variance: 0.4189016268050713
 flips: [687.   0.], Inv flips: [687.   0.], topk: 8.0, topk Inv flips: [287.   0.], Incorrect preds: 0.0, Total: [687.   1.]Reporting statistics
Samples: 687
Edge fidelity prediction change: [0.                  0.5443959243085881  0.5269286754002911
 0.4366812227074236  0.3682678311499272  0.2940320232896652
 0.12081513828238719 0.                  0.                 ]
 Edge fidelity confidence change: [-3.2673708996918523e-02  5.1283229199906455e-01  4.7175331459295283e-01
  3.9573051119995950e-01  3.3331501657438767e-01  2.7350270787180769e-01
  1.2774507074550423e-01  1.2918226583555795e-04  0.0000000000000000e+00] for sparsity [0.                 0.5180312749947349 0.7722939278881623
 0.8300358852618299 0.8734942899347219 0.9296192558051197
 0.9758350500373341 0.9999862678533384 1.                ]
Mask density: [0.]
Sparsity, 0.0,0.5180312749947349,0.7722939278881623,0.8300358852618299,0.8734942899347219,0.9296192558051197,0.9758350500373341,0.9999862678533384,1.0,
Fidelity, -0.03267370899691852,0.5128322919990645,0.47175331459295283,0.3957305111999595,0.33331501657438767,0.2735027078718077,0.12774507074550423,0.00012918226583555795,0.0,
