SOTAVerified

Feature Importance

Papers

Showing 141150 of 890 papers

TitleStatusHype
FairSHAP: Preprocessing for Fairness Through Attribution-Based Data AugmentationCode0
A Benchmark for Interpretability Methods in Deep Neural NetworksCode0
Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracyCode0
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
Evaluating Model Explanations without Ground TruthCode0
Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural NetworksCode0
EFI: A Toolbox for Feature Importance Fusion and Interpretation in PythonCode0
Elastic Net based Feature Ranking and SelectionCode0
A copula-based visualization technique for a neural networkCode0
ASDnB: Merging Face with Body Cues For Robust Active Speaker DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.76Unverified
2VarImpVIANNPearson Correlation0.76Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.6Unverified
2Garson Variable ImportancePearson Correlation0.22Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.86Unverified
2Garson Variable ImportancePearson Correlation0.64Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.83Unverified
2Garson Variable ImportancePearson Correlation0.6Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.9Unverified
2Garson Variable ImportancePearson Correlation0.73Unverified
#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.74Unverified
2VarImpVIANNPearson Correlation0.41Unverified