SOTAVerified

Feature Importance

Papers

Showing 101110 of 890 papers

TitleStatusHype
RISE: Randomized Input Sampling for Explanation of Black-box ModelsCode1
Robust Semantic Communications with Masked VQ-VAE Enabled CodebookCode1
A Unified Approach to Interpreting Model PredictionsCode1
AEFE: Automatic Embedded Feature Engineering for Categorical Features0
Analyzing Domestic Violence through Exploratory Data Analysis and Explainable Ensemble Learning Insights0
Accurate estimation of feature importance faithfulness for tree models0
Analyze Additive and Interaction Effects via Collaborative Trees0
Analysis of Zero Day Attack Detection Using MLP and XAI0
A Dynamic-Adversarial Mining Approach to the Security of Machine Learning0
CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors0
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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