SOTAVerified

Feature Importance

Papers

Showing 801810 of 890 papers

TitleStatusHype
Adversarial Mixture Of Experts with Category Hierarchy Soft ConstraintCode0
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative ModelsCode0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction ModelsCode0
An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated TextCode0
A Guide to Feature Importance Methods for Scientific InferenceCode0
Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup ApproachCode0
An ensemble meta-estimator to predict source code testabilityCode0
Model-agnostic variable importance for predictive uncertainty: an entropy-based approachCode0
Variable Importance Matching for Causal InferenceCode0
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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