SOTAVerified

Feature Importance

Papers

Showing 261270 of 890 papers

TitleStatusHype
Explainable AI without Interpretable Model0
Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation0
Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach0
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection0
Characterizing climate pathways using feature importance on echo state networks0
Evaluation of Feature-based explanations0
Channel Pruning Guided by Classification Loss and Feature Importance0
CGS-Mask: Making Time Series Predictions Intuitive for All0
A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications0
Evaluating Local Explanations using White-box Models0
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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