-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
6948a5b
commit 295ae47
Showing
3 changed files
with
37 additions
and
37 deletions.
There are no files selected for viewing
34 changes: 17 additions & 17 deletions
34
data/explanation_results/shap_faithfulness_selected_records.csv
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,17 +1,17 @@ | ||
| ,DecisionTreeClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier,RandomForestClassifier | ||
| Attempted Suicide,0.9724558020538191,0.986181089542097,,0.9497294735398166 | ||
| Mass shooting,0.9772527466451938,0.9284349455133102,,0.9652716227934847 | ||
| Fatal with highest confidence by DecisionTreeClassifier,0.18458038483912514,-0.11766616678985901,,0.030888896696000725 | ||
| Fatal with highest confidence by NeuralNetworkClassifier,0.9772527466451938,0.9284349455133102,,0.9652716227934849 | ||
| Fatal with highest confidence by RandomForestClassifier,0.9801993661409919,0.9853140253366762,,0.9702503684089674 | ||
| Fatal with highest confidence by NaiveBayesMixedClassifier,0.9787042737103362,-0.7001751897765679,,0.9694405105433599 | ||
| Fatal with highest confidence by SupportVectorMachineClassifier,-0.3491546801251712,0.7377749829664043,,0.14816444049233884 | ||
| Fatal with highest confidence by TabNetClassifier,0.7869601220003681,0.6367477506396354,,0.7747772371622659 | ||
| Fatal with highest confidence by ExtremeGradientBoostingClassifier,0.9668606771290985,0.9518267264683433,,0.9605343455614707 | ||
| Non-Fatal with highest confidence by DecisionTreeClassifier,-0.9568729029015156,-0.9418000667570768,,-0.9648070872096406 | ||
| Non-Fatal with highest confidence by NeuralNetworkClassifier,-0.8321558042875579,-0.9047456515714867,,-0.8252648491151526 | ||
| Non-Fatal with highest confidence by RandomForestClassifier,-0.8849833089756185,-0.9508213365521733,,-0.9377534814533539 | ||
| Non-Fatal with highest confidence by NaiveBayesMixedClassifier,-0.6396782937737399,-0.5755514179118244,,-0.8010219765361711 | ||
| Non-Fatal with highest confidence by SupportVectorMachineClassifier,-0.224955008983208,-0.7352218734208917,,-0.35665046229894365 | ||
| Non-Fatal with highest confidence by TabNetClassifier,0.7127215739366028,-0.7831744233451001,,-0.8029317568760338 | ||
| Non-Fatal with highest confidence by ExtremeGradientBoostingClassifier,-0.7597970213699574,-0.8564292430029572,,-0.8689552776720971 | ||
| ,DecisionTreeClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier,RandomForestClassifier,SupportVectorMachineClassifier | ||
| Attempted Suicide,0.963508192124191,0.9793890656302544,0.1757580642031252,0.9641903756873303,-0.3482931213127107 | ||
| Mass shooting,0.9772527466451938,0.9182517124430509,-0.010248721785120414,0.9644763969332452,0.13812327334358018 | ||
| Fatal with highest confidence by DecisionTreeClassifier,0.7627035695857497,-0.558124801582636,-0.44393091364315534,-0.8011244628881742,-0.6136935091985695 | ||
| Fatal with highest confidence by NeuralNetworkClassifier,0.9772527466451938,0.9182517124430509,-0.023166018851112254,0.9644763969332456,0.13933874574040958 | ||
| Fatal with highest confidence by RandomForestClassifier,0.9801993661409919,0.9647500190822895,0.15799318057393996,0.9713025802017248,0.036488730107546066 | ||
| Fatal with highest confidence by NaiveBayesMixedClassifier,0.9787042737103362,-0.7302377781853275,0.265029533893793,0.97241368918812,0.11689288085103623 | ||
| Fatal with highest confidence by SupportVectorMachineClassifier,0.34915468012517115,0.779717673709246,0.5392825010992649,0.1283378855705401,-0.49013599800506896 | ||
| Fatal with highest confidence by TabNetClassifier,0.8236832833210371,0.8425009288439866,0.01885080698415713,0.8242533474304837,-0.08309487755382926 | ||
| Fatal with highest confidence by ExtremeGradientBoostingClassifier,0.9668606771290985,0.9530753578978879,0.02853563497889843,0.9635528725905774,0.09143211085760783 | ||
| Non-Fatal with highest confidence by DecisionTreeClassifier,-0.9290840827105656,-0.965275001621805,-0.2311837681515235,-0.9574590061791943,-0.21277848882796407 | ||
| Non-Fatal with highest confidence by NeuralNetworkClassifier,-0.7116456821387223,-0.9083564752439851,-0.005598929694825181,-0.812596181188091,0.1385232653845547 | ||
| Non-Fatal with highest confidence by RandomForestClassifier,-0.7940596146645277,-0.9558200863942141,-0.19302857586575398,-0.9511728466757621,-0.34879636175434536 | ||
| Non-Fatal with highest confidence by NaiveBayesMixedClassifier,-0.4673247359140713,-0.5926165018532923,0.20153948640713934,-0.8118473842757974,-0.2632588448865821 | ||
| Non-Fatal with highest confidence by SupportVectorMachineClassifier,-0.8403871843078566,-0.8536296542902885,-0.08035001932069455,-0.7733799868381355,-0.5323805209104533 | ||
| Non-Fatal with highest confidence by TabNetClassifier,0.6949459330096491,-0.6854325713333393,-0.19013631054702276,-0.7882655098491442,-0.15604301917162458 | ||
| Non-Fatal with highest confidence by ExtremeGradientBoostingClassifier,0.6976304588594939,-0.8876153929897809,0.08591179035032748,-0.8777792085806463,-0.15049715157213814 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,3 +1,3 @@ | ||
| ,DecisionTreeClassifier,RandomForestClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier | ||
| mean faithfulness,0.07615548742428327,0.07615548742428327,0.07615548742428327,0.07615548742428327 | ||
| std faithfulness,0.8145845760311043,0.8145845760311043,0.8145845760311043,0.8145845760311043 | ||
| ,DecisionTreeClassifier,RandomForestClassifier,SupportVectorMachineClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier | ||
| mean faithfulness,0.029808583073733304,0.029808583073733304,0.029808583073733304,0.029808583073733304,0.029808583073733304 | ||
| std faithfulness,0.6784033135612793,0.6784033135612793,0.6784033135612793,0.6784033135612793,0.6784033135612793 |
34 changes: 17 additions & 17 deletions
34
data/explanation_results/shap_monotonicity_selected_records.csv
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,17 +1,17 @@ | ||
| ,DecisionTreeClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier,RandomForestClassifier | ||
| Attempted Suicide,False,False,True,False | ||
| Mass shooting,True,False,True,False | ||
| Fatal with highest confidence by DecisionTreeClassifier,False,False,True,False | ||
| Fatal with highest confidence by NeuralNetworkClassifier,True,False,True,False | ||
| Fatal with highest confidence by RandomForestClassifier,True,False,True,False | ||
| Fatal with highest confidence by NaiveBayesMixedClassifier,False,False,True,False | ||
| Fatal with highest confidence by SupportVectorMachineClassifier,False,False,True,False | ||
| Fatal with highest confidence by TabNetClassifier,False,False,True,False | ||
| Fatal with highest confidence by ExtremeGradientBoostingClassifier,True,False,True,False | ||
| Non-Fatal with highest confidence by DecisionTreeClassifier,True,False,True,False | ||
| Non-Fatal with highest confidence by NeuralNetworkClassifier,True,False,True,False | ||
| Non-Fatal with highest confidence by RandomForestClassifier,True,False,True,False | ||
| Non-Fatal with highest confidence by NaiveBayesMixedClassifier,False,False,True,False | ||
| Non-Fatal with highest confidence by SupportVectorMachineClassifier,True,False,True,False | ||
| Non-Fatal with highest confidence by TabNetClassifier,False,False,True,False | ||
| Non-Fatal with highest confidence by ExtremeGradientBoostingClassifier,False,False,True,False | ||
| ,DecisionTreeClassifier,ExtremeGradientBoostingClassifier,NeuralNetworkClassifier,RandomForestClassifier,SupportVectorMachineClassifier | ||
| Attempted Suicide,True,False,True,False,False | ||
| Mass shooting,True,False,False,False,False | ||
| Fatal with highest confidence by DecisionTreeClassifier,False,False,False,False,False | ||
| Fatal with highest confidence by NeuralNetworkClassifier,True,False,False,False,False | ||
| Fatal with highest confidence by RandomForestClassifier,True,False,True,False,False | ||
| Fatal with highest confidence by NaiveBayesMixedClassifier,False,False,True,False,False | ||
| Fatal with highest confidence by SupportVectorMachineClassifier,False,False,True,False,False | ||
| Fatal with highest confidence by TabNetClassifier,False,False,False,False,False | ||
| Fatal with highest confidence by ExtremeGradientBoostingClassifier,True,False,True,False,False | ||
| Non-Fatal with highest confidence by DecisionTreeClassifier,True,False,False,False,False | ||
| Non-Fatal with highest confidence by NeuralNetworkClassifier,False,False,False,False,False | ||
| Non-Fatal with highest confidence by RandomForestClassifier,True,False,False,False,False | ||
| Non-Fatal with highest confidence by NaiveBayesMixedClassifier,False,False,False,False,False | ||
| Non-Fatal with highest confidence by SupportVectorMachineClassifier,True,False,False,False,False | ||
| Non-Fatal with highest confidence by TabNetClassifier,True,False,False,False,False | ||
| Non-Fatal with highest confidence by ExtremeGradientBoostingClassifier,True,False,False,False,False |