SOTAVerified

Feature Importance

Papers

Showing 351360 of 890 papers

TitleStatusHype
Better Model Selection with a new Definition of Feature Importance0
DTization: A New Method for Supervised Feature Scaling0
Benchmarking the Fidelity and Utility of Synthetic Relational Data0
Analyze Additive and Interaction Effects via Collaborative Trees0
Does the Appearance of Autonomous Conversational Robots Affect User Spoken Behaviors in Real-World Conference Interactions?0
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification0
Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability0
Analysis of Zero Day Attack Detection Using MLP and XAI0
A Dynamic-Adversarial Mining Approach to the Security of Machine Learning0
Accurate estimation of feature importance faithfulness for tree models0
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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