SOTAVerified

Feature Importance

Papers

Showing 401410 of 890 papers

TitleStatusHype
Predicting the First Response Latency of Maintainers and Contributors in Pull Requests0
CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images0
Popularity, face and voice: Predicting and interpreting livestreamers' retail performance using machine learning techniques0
End-to-end Feature Selection Approach for Learning Skinny TreesCode0
Inside the black box: Neural network-based real-time prediction of US recessions0
Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting0
On the stability, correctness and plausibility of visual explanation methods based on feature importance0
Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case StudyCode0
Handling Missing Values in Local Post-hoc ExplainabilityCode0
Model-agnostic variable importance for predictive uncertainty: an entropy-based approachCode0
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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