SOTAVerified

Feature Importance

Papers

Showing 876890 of 890 papers

TitleStatusHype
OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression DataCode0
A novel post-hoc explanation comparison metric and applicationsCode0
Variance-Based Feature Importance in Neural NetworksCode0
On Formal Feature Attribution and Its ApproximationCode0
Self-attention for raw optical Satellite Time Series ClassificationCode0
Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural NetworksCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Interpretable Computer Vision Models through Adversarial Training: Unveiling the Robustness-Interpretability ConnectionCode0
On Machine Learning-Driven Surrogates for Sound Transmission Loss SimulationsCode0
On Pitfalls of RemOve-And-Retrain: Data Processing Inequality PerspectiveCode0
Variance Tolerance Factors For Interpreting ALL Neural NetworksCode0
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging dataCode0
Catalog of quasars from the Kilo-Degree Survey Data Release 3Code0
Interpretable Machine Learning for Survival AnalysisCode0
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
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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