SOTAVerified

Feature Importance

Papers

Showing 211220 of 890 papers

TitleStatusHype
A Guide to Feature Importance Methods for Scientific InferenceCode0
Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT)Code0
AutoLearn - Automated Feature Generation and SelectionCode0
Deep Learning Based Cloud Cover Parameterization for ICONCode0
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
A novel evaluation methodology for supervised Feature Ranking algorithmsCode0
A Benchmark for Interpretability Methods in Deep Neural NetworksCode0
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift AlgorithmCode0
Automated discovery of symbolic laws governing skill acquisition from naturally occurring dataCode0
Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNsCode0
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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