SOTAVerified

Feature Importance

Papers

Showing 191200 of 890 papers

TitleStatusHype
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agentCode0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
A novel post-hoc explanation comparison metric and applicationsCode0
Evaluating Model Explanations without Ground TruthCode0
GLANCE: Global to Local Architecture-Neutral Concept-based ExplanationsCode0
A tree-based varying coefficient modelCode0
CXPlain: Causal Explanations for Model Interpretation under UncertaintyCode0
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
A Benchmark for Interpretability Methods in Deep Neural NetworksCode0
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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