
 
 
 NCI1
 method: rcexplainer
 bloss version: 
 ckpt dir: ./ckpt/NCI1
 exp_path: ./ckpt/NCI1/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -195.83451199531555, model params sum: 2.2302283942699432
 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: 0.16505538624473579
 pos diff: [ 0.         -0.15415231], inv diff: [0.         0.69696856], topk inv diff: [0.        0.4062769]
 Variance: 0.40491439974143617
 flips: [   0. 1802.], Inv flips: [   0. 1802.], topk: 8.0, topk Inv flips: [  0. 706.], Incorrect preds: 452.0, Total: [1.000e+00 1.802e+03]Reporting statistics for PGExplainer_Boundary
Samples: 1802
Edge fidelity prediction change: [0.         0.05604883 0.76248613 0.80466149 0.75416204 0.56326304
 0.22197558 0.         0.        ]
 Edge fidelity confidence change: [-1.57152761e-01 -2.98286820e-02  5.25323412e-01  5.57089240e-01
  5.19700868e-01  3.72481444e-01  1.47241538e-01  3.35251319e-05
  0.00000000e+00] for sparsity [0.00942459 0.51457584 0.77099195 0.82826824 0.87382217 0.92437352
 0.9706835  0.99999471 1.        ]
Mask density: [0.16505539]
Sparsity, 0.00942459432966387,0.5145758432765118,0.7709919500033413,0.828268241571401,0.8738221717992184,0.9243735225827792,0.9706835002203231,0.9999947148673939,1.0,
Fidelity, -0.1571527613320705,-0.029828681979539258,0.52532341217955,0.5570892399708254,0.5197008676355608,0.3724814439058039,0.14724153840912302,3.35251319157032e-05,0.0,

 
 
 NCI1
 method: rcexplainer
 bloss version: 
 ckpt dir: /home/mohit/final_neurips/GCN-Group-interpretation/gcn_interpretation/gnn-model-explainer/ckpt/NCI1
 exp_path: /home/mohit/final_neurips/GCN-Group-interpretation/gcn_interpretation/gnn-model-explainer/ckpt/NCI1/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -195.83451199531555, model params sum: 2.2302283942699432
 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: 0.16505538624473579
 pos diff: [ 0.         -0.15415231], inv diff: [0.         0.69696856], topk inv diff: [0.        0.4062769]
 Variance: 0.40491439974143617
 flips: [   0. 1802.], Inv flips: [   0. 1802.], topk: 8.0, topk Inv flips: [  0. 706.], Incorrect preds: 452.0, Total: [1.000e+00 1.802e+03]Reporting statistics for PGExplainer_Boundary
Samples: 1802
Edge fidelity prediction change: [0.         0.05604883 0.76248613 0.80466149 0.75416204 0.56326304
 0.22197558 0.         0.        ]
 Edge fidelity confidence change: [-1.57152761e-01 -2.98286820e-02  5.25323412e-01  5.57089240e-01
  5.19700868e-01  3.72481444e-01  1.47241538e-01  3.35251319e-05
  0.00000000e+00] for sparsity [0.00942459 0.51457584 0.77099195 0.82826824 0.87382217 0.92437352
 0.9706835  0.99999471 1.        ]
Mask density: [0.16505539]
Sparsity, 0.00942459432966387,0.5145758432765118,0.7709919500033413,0.828268241571401,0.8738221717992184,0.9243735225827792,0.9706835002203231,0.9999947148673939,1.0,
Fidelity, -0.1571527613320705,-0.029828681979539258,0.52532341217955,0.5570892399708254,0.5197008676355608,0.3724814439058039,0.14724153840912302,3.35251319157032e-05,0.0,

 
 
 NCI1
 method: rcexplainer
 bloss version: 
 ckpt dir: /home/mohit/final_neurips/GCN-Group-interpretation/gcn_interpretation/gnn-model-explainer/ckpt/NCI1
 exp_path: /home/mohit/final_neurips/GCN-Group-interpretation/gcn_interpretation/gnn-model-explainer/ckpt/NCI1/RCExplainer/rcexplainer.pth.tar
 explainer params sum: -195.83451199531555, model params sum: 2.2302283942699432
 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: 0.16505538624473579
 pos diff: [ 0.         -0.15415231], inv diff: [0.         0.69696856], topk inv diff: [0.        0.4062769]
 Variance: 0.40491439974143617
 flips: [   0. 1802.], Inv flips: [   0. 1802.], topk: 8.0, topk Inv flips: [  0. 706.], Incorrect preds: 452.0, Total: [1.000e+00 1.802e+03]Reporting statistics for PGExplainer_Boundary
Samples: 1802
Edge fidelity prediction change: [0.         0.05604883 0.76248613 0.80466149 0.75416204 0.56326304
 0.22197558 0.         0.        ]
 Edge fidelity confidence change: [-1.57152761e-01 -2.98286820e-02  5.25323412e-01  5.57089240e-01
  5.19700868e-01  3.72481444e-01  1.47241538e-01  3.35251319e-05
  0.00000000e+00] for sparsity [0.00942459 0.51457584 0.77099195 0.82826824 0.87382217 0.92437352
 0.9706835  0.99999471 1.        ]
Mask density: [0.16505539]
Sparsity, 0.00942459432966387,0.5145758432765118,0.7709919500033413,0.828268241571401,0.8738221717992184,0.9243735225827792,0.9706835002203231,0.9999947148673939,1.0,
Fidelity, -0.1571527613320705,-0.029828681979539258,0.52532341217955,0.5570892399708254,0.5197008676355608,0.3724814439058039,0.14724153840912302,3.35251319157032e-05,0.0,
