SOTAVerified

Feature Importance

Papers

Showing 761770 of 890 papers

TitleStatusHype
Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis0
Exploring Feature Importance and Explainability Towards Enhanced ML-Based DoS Detection in AI Systems0
Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections0
Exploring Non-Linear Effects of Built Environment on Travel Using an Integrated Machine Learning and Inferential Modeling Approach: A Three-Wave Repeated Cross-Sectional Study0
Exploring Patterns Behind Sports0
Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning0
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation0
FACT: High-Dimensional Random Forests Inference0
FairCanary: Rapid Continuous Explainable Fairness0
Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates0
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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