explanation_metrics.csv

fold_idx,model,candidate_id,test_size,negative_channel_signed_delta_logS,positive_channel_signed_delta_logS,fidelity_star_logS,negative_channel_correct_fraction,positive_channel_correct_fraction,both_channels_correct_fraction,mean_node_importance,mean_edge_importance
0,megan_accuracy,embedding_split_64,317,-0.614656480972963,-1.8510416870152815,-1.232849083994122,0.29652996845425866,0.015772870662460567,0.0,0.043706893038114314,0.3455842340683595
0,megan_fidelity_constrained,embedding_split_strong_aux,317,1.2868698028174674,0.27132585285784044,0.7790978278376542,0.9905362776025236,0.7634069400630915,0.7539432176656151,0.03379790738170504,0.23119105623329084
0,ablation_ordinal_long,ordinal_long,317,0.4700354265098946,-0.7737278594169629,-0.15184621645353394,1.0,0.15141955835962145,0.15141955835962145,0.033987011610384074,0.11245938331909305
0,ablation_embedding_joint_32,embedding_joint_32,317,-0.6749618216570401,-1.5840193488142056,-1.129490585235623,0.0,0.0,0.0,0.055814374263267505,0.2335134097191191
0,ablation_embedding_split_32,embedding_split_32,317,-0.5463025824899527,-1.5559636547565707,-1.051133118623261,0.1892744479495268,0.006309148264984227,0.0,0.045174041997510475,0.16101322117665914
1,megan_accuracy,embedding_split_32,254,2.440002727681823,-0.7755617234510069,0.832220502115407,1.0,0.09448818897637795,0.09448818897637795,0.05283313963552336,0.234347969136515
1,megan_fidelity_constrained,embedding_split_32,254,2.440002727681823,-0.7755617234510069,0.832220502115407,1.0,0.09448818897637795,0.09448818897637795,0.05283313963552336,0.234347969136515
1,ablation_ordinal_long,ordinal_long,254,2.5389732756386376,0.17868522102851594,1.358829248333577,1.0,0.6771653543307087,0.6771653543307087,0.049348233187111394,0.2218758862224579
1,ablation_embedding_joint_32,embedding_joint_32,254,-0.6103197399404143,-3.2780430705616324,-1.9441814052510227,0.05511811023622047,0.0,0.0,0.06107258368085225,0.19336053416726545
1,ablation_embedding_split_32,embedding_split_32,254,2.440002727681823,-0.7755617234510069,0.832220502115407,1.0,0.09448818897637795,0.09448818897637795,0.05283313963552336,0.234347969136515
2,megan_accuracy,embedding_split_32,186,1.3037574589808145,-2.7447009110414338,-0.7204717260303092,0.8602150537634409,0.005376344086021506,0.0,0.05699681218835662,0.2970533812889726
2,megan_fidelity_constrained,embedding_joint_64,186,4.540252483458304,0.3863736527882243,2.4633130681232642,1.0,0.8655913978494624,0.8655913978494624,0.044819319995433156,0.2324703628590789
2,ablation_ordinal_long,ordinal_long,186,0.41277473269092785,-3.268264572172589,-1.4277449197408303,0.3709677419354839,0.0,0.0,0.04908816670937861,0.13726170247783007
2,ablation_embedding_joint_32,embedding_joint_32,186,3.287534180196173,-0.919949261274342,1.1837924594609162,1.0,0.13978494623655913,0.13978494623655913,0.0527237464542516,0.21390702703482567
2,ablation_embedding_split_32,embedding_split_32,186,1.3037574589808145,-2.7447009110414338,-0.7204717260303092,0.8602150537634409,0.005376344086021506,0.0,0.05699681218835662,0.2970533812889726
3,megan_accuracy,embedding_joint_32,186,3.6860833618953412,1.5041876451446212,2.5951355035199812,1.0,0.9623655913978495,0.9623655913978495,0.04683752687356027,0.17147602797399042
3,megan_fidelity_constrained,embedding_joint_32,186,3.6860833618953412,1.5041876451446212,2.5951355035199812,1.0,0.9623655913978495,0.9623655913978495,0.04683752687356027,0.17147602797399042
3,ablation_ordinal_long,ordinal_long,186,3.1242844801594924,0.07174101059592827,1.5980127453777113,1.0,0.6827956989247311,0.6827956989247311,0.044508184389408324,0.15849191970285634
3,ablation_embedding_joint_32,embedding_joint_32,186,3.6860833618953412,1.5041876451446212,2.5951355035199812,1.0,0.9623655913978495,0.9623655913978495,0.04683752687356027,0.17147602797399042
3,ablation_embedding_split_32,embedding_split_32,186,3.4455569932423726,1.1752307941624867,2.3103938937024293,1.0,0.9516129032258065,0.9516129032258065,0.04248837669053913,0.1739994027615092
4,megan_accuracy,embedding_split_32,185,4.2507814420970265,0.8866516629382436,2.568716552517636,1.0,0.8054054054054054,0.8054054054054054,0.04478948419074578,0.19274243193017118
4,megan_fidelity_constrained,embedding_split_32,185,4.2507814420970265,0.8866516629382436,2.568716552517636,1.0,0.8054054054054054,0.8054054054054054,0.04478948419074578,0.19274243193017118
4,ablation_ordinal_long,ordinal_long,185,3.1483446846834395,-0.7811785751085921,1.1835830547874242,0.9837837837837838,0.11351351351351352,0.11351351351351352,0.027935395150273015,0.3102349918531646
4,ablation_embedding_joint_32,embedding_joint_32,185,3.8133232134864317,0.4059222551403908,2.1096227343134113,1.0,0.7027027027027027,0.7027027027027027,0.04950714761050917,0.1638751696444863
4,ablation_embedding_split_32,embedding_split_32,185,4.2507814420970265,0.8866516629382436,2.568716552517636,1.0,0.8054054054054054,0.8054054054054054,0.04478948419074578,0.19274243193017118