
 
 
 Mutagenicity
 method: rcexplainer
 bloss version: sigmoid
 ckpt dir: ./ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -74.02922129631042, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 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: 0.13788974040393454
 pos diff: [0.0138745  0.85217899], inv diff: [ 0.83563155 -0.04911842], topk inv diff: [0.59516525 0.38233524]
 Variance: 0.4557778207930565
 flips: [1742. 1258.], Inv flips: [1742. 1258.], topk: 8.0, topk Inv flips: [540. 664.], Incorrect preds: 268.0, Total: [1742. 1258.]Reporting statistics for PGExplainer_Boundary
Samples: 3000
Edge fidelity prediction change: [4.15333333e-01 5.66333333e-01 5.89333333e-01 5.40000000e-01
 5.03000000e-01 4.11000000e-01 1.77000000e-01 3.33333333e-04
 0.00000000e+00]
 Edge fidelity confidence change: [3.29156451e-01 4.74172218e-01 4.96232306e-01 4.61720597e-01
 4.18687600e-01 3.24735883e-01 1.33686660e-01 1.58936908e-04
 0.00000000e+00] for sparsity [0.         0.53256476 0.7820853  0.8415825  0.88515468 0.93603041
 0.97838855 0.9999613  1.        ]
Mask density: [0.13788974]
Sparsity, 0.0,0.5325647647976876,0.7820852996508281,0.8415824983914694,0.8851546827952067,0.9360304111838341,0.9783885542750359,0.99996130190293,1.0,
Fidelity, 0.3291564506193002,0.4741722177962462,0.4962323064406713,0.4617205966114998,0.4186875995993614,0.3247358831266562,0.1336866601705551,0.00015893690784772238,0.0,

 
 
 Mutagenicity
 method: rcexplainer
 bloss version: sigmoid
 ckpt dir: ./ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -74.02922129631042, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 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: 0.1537078594653374
 pos diff: [0.0138745 0.       ], inv diff: [0.83563155 0.        ], topk inv diff: [0.59516525 0.        ]
 Variance: 0.4525554978707798
 flips: [1742.    0.], Inv flips: [1742.    0.], topk: 8.0, topk Inv flips: [540.   0.], Incorrect preds: 177.0, Total: [1.742e+03 1.000e+00]Reporting statistics for PGExplainer_Boundary
Samples: 1742
Edge fidelity prediction change: [7.46268657e-03 3.97818599e-01 8.07692308e-01 8.23191734e-01
 8.01377727e-01 6.63030999e-01 2.92192882e-01 5.74052813e-04
 0.00000000e+00]
 Edge fidelity confidence change: [-6.26347664e-02  3.44896077e-01  7.08073867e-01  7.27732600e-01
  6.93102027e-01  5.53295492e-01  2.43959350e-01  3.32092325e-04
  0.00000000e+00] for sparsity [0.         0.52381591 0.77703899 0.83657425 0.8826858  0.93491657
 0.97760749 0.9999836  1.        ]
Mask density: [0.15370786]
Sparsity, 0.0,0.5238159110707613,0.7770389867978583,0.8365742515956494,0.8826857966068281,0.9349165670017698,0.977607488940148,0.9999835984920388,1.0,
Fidelity, -0.0626347664268912,0.3448960771003629,0.7080738671748428,0.7277326003384235,0.6931020273098852,0.5532954918941319,0.24395934987629322,0.0003320923252576528,0.0,

 
 
 Mutagenicity
 method: rcexplainer
 bloss version: 
 ckpt dir: ./ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -74.02922129631042, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 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: 0.1537078594653374
 pos diff: [0.0138745 0.       ], inv diff: [0.83563155 0.        ], topk inv diff: [0.59516525 0.        ]
 Variance: 0.4525554978707798
 flips: [1742.    0.], Inv flips: [1742.    0.], topk: 8.0, topk Inv flips: [540.   0.], Incorrect preds: 177.0, Total: [1.742e+03 1.000e+00]Reporting statistics for PGExplainer_Boundary
Samples: 1742
Edge fidelity prediction change: [7.46268657e-03 3.97818599e-01 8.07692308e-01 8.23191734e-01
 8.01377727e-01 6.63030999e-01 2.92192882e-01 5.74052813e-04
 0.00000000e+00]
 Edge fidelity confidence change: [-6.26347664e-02  3.44896077e-01  7.08073867e-01  7.27732600e-01
  6.93102027e-01  5.53295492e-01  2.43959350e-01  3.32092325e-04
  0.00000000e+00] for sparsity [0.         0.52381591 0.77703899 0.83657425 0.8826858  0.93491657
 0.97760749 0.9999836  1.        ]
Mask density: [0.15370786]
Sparsity, 0.0,0.5238159110707613,0.7770389867978583,0.8365742515956494,0.8826857966068281,0.9349165670017698,0.977607488940148,0.9999835984920388,1.0,
Fidelity, -0.0626347664268912,0.3448960771003629,0.7080738671748428,0.7277326003384235,0.6931020273098852,0.5532954918941319,0.24395934987629322,0.0003320923252576528,0.0,

 
 
 Mutagenicity
 method: rcexplainer
 bloss version: sigmoid
 ckpt dir: ./ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -74.02922129631042, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 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: 0.1537078594653374
 pos diff: [0.0138745 0.       ], inv diff: [0.83563155 0.        ], topk inv diff: [0.59516525 0.        ]
 Variance: 0.4525554978707798
 flips: [1742.    0.], Inv flips: [1742.    0.], topk: 8.0, topk Inv flips: [540.   0.], Incorrect preds: 177.0, Total: [1.742e+03 1.000e+00]Reporting statistics
Samples: 1742
Edge fidelity prediction change: [7.46268657e-03 3.97818599e-01 8.07692308e-01 8.23191734e-01
 8.01377727e-01 6.63030999e-01 2.92192882e-01 5.74052813e-04
 0.00000000e+00]
 Edge fidelity confidence change: [-6.26347664e-02  3.44896077e-01  7.08073867e-01  7.27732600e-01
  6.93102027e-01  5.53295492e-01  2.43959350e-01  3.32092325e-04
  0.00000000e+00] for sparsity [0.         0.52381591 0.77703899 0.83657425 0.8826858  0.93491657
 0.97760749 0.9999836  1.        ]
Mask density: [0.15370786]
Sparsity, 0.0,0.5238159110707613,0.7770389867978583,0.8365742515956494,0.8826857966068281,0.9349165670017698,0.977607488940148,0.9999835984920388,1.0,
Fidelity, -0.0626347664268912,0.3448960771003629,0.7080738671748428,0.7277326003384235,0.6931020273098852,0.5532954918941319,0.24395934987629322,0.0003320923252576528,0.0,

 
 
 Mutagenicity
 method: rcexplainer
 bloss version: sigmoid
 ckpt dir: ./ckpt/Mutagenicity
 exp_path: ./ckpt/Mutagenicity/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -74.02922129631042, model params sum: -45.76451079547405
 use comb: True,  size cf: -1.0, ent cf -1.0
 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: 0.1537078594653374
 pos diff: [0.0138745 0.       ], inv diff: [0.83563155 0.        ], topk inv diff: [0.59516525 0.        ]
 Variance: 0.4525554978707798
 flips: [1742.    0.], Inv flips: [1742.    0.], topk: 8.0, topk Inv flips: [540.   0.], Incorrect preds: 177.0, Total: [1.742e+03 1.000e+00]Reporting statistics
Samples: 1742
Edge fidelity prediction change: [7.46268657e-03 3.97818599e-01 8.07692308e-01 8.23191734e-01
 8.01377727e-01 6.63030999e-01 2.92192882e-01 5.74052813e-04
 0.00000000e+00]
 Edge fidelity confidence change: [-6.26347664e-02  3.44896077e-01  7.08073867e-01  7.27732600e-01
  6.93102027e-01  5.53295492e-01  2.43959350e-01  3.32092325e-04
  0.00000000e+00] for sparsity [0.         0.52381591 0.77703899 0.83657425 0.8826858  0.93491657
 0.97760749 0.9999836  1.        ]
Mask density: [0.15370786]
Sparsity, 0.0,0.5238159110707613,0.7770389867978583,0.8365742515956494,0.8826857966068281,0.9349165670017698,0.977607488940148,0.9999835984920388,1.0,
Fidelity, -0.0626347664268912,0.3448960771003629,0.7080738671748428,0.7277326003384235,0.6931020273098852,0.5532954918941319,0.24395934987629322,0.0003320923252576528,0.0,
