SOTAVerified

Feature Importance

Papers

Showing 231240 of 890 papers

TitleStatusHype
A Detailed Study of Interpretability of Deep Neural Network based Top TaggersCode0
Catalog of quasars from the Kilo-Degree Survey Data Release 3Code0
Explainable AI through a Democratic Lens: DhondtXAI for Proportional Feature Importance Using the D'Hondt MethodCode0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
Captum: A unified and generic model interpretability library for PyTorchCode0
Disentangled Self-Attentive Neural Networks for Click-Through Rate PredictionCode0
Explainability of Machine Learning Models under Missing DataCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Explaining and visualizing black-box models through counterfactual pathsCode0
Can local explanation techniques explain linear additive models?Code0
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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