SOTAVerified

Feature Importance

Papers

Showing 441450 of 890 papers

TitleStatusHype
Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke0
Confident Feature RankingCode0
Feature Importance Measurement based on Decision Tree SamplingCode0
Turning hazardous volatile matter compounds into fuel by catalytic steam reforming: An evolutionary machine learning approach0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation0
Beyond Single-Feature Importance with ICECREAM0
An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness0
Explaining and visualizing black-box models through counterfactual pathsCode0
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations0
SHAP@k:Efficient and Probably Approximately Correct (PAC) Identification of Top-k Features0
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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