SOTAVerified

Feature Importance

Papers

Showing 281290 of 890 papers

TitleStatusHype
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Explainable Global Wildfire Prediction Models using Graph Neural NetworksCode1
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting MachineCode0
Efficient and Interpretable Traffic Destination Prediction using Explainable Boosting MachinesCode0
Classification of cotton water stress using convolutional neural networks and UAV-based RGB imageryCode0
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types0
ShaRP: A Novel Feature Importance Framework for RankingCode0
Dual feature-based and example-based explanation methodsCode0
Federated unsupervised random forest for privacy-preserving patient stratification0
Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.76Unverified
2Garson Variable ImportancePearson 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