SOTAVerified

Feature Importance

Papers

Showing 181190 of 890 papers

TitleStatusHype
Conditional Feature Importance with Generative Modeling Using Adversarial Random ForestsCode0
Confident Feature RankingCode0
Explainable Debugger for Black-box Machine Learning ModelsCode0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
A copula-based visualization technique for a neural networkCode0
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization MachineCode0
Explain to Fix: A Framework to Interpret and Correct DNN Object Detector PredictionsCode0
Feature Responsiveness Scores: Model-Agnostic Explanations for RecourseCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
A novel post-hoc explanation comparison metric and applicationsCode0
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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