SOTAVerified

Feature Importance

Papers

Showing 821830 of 890 papers

TitleStatusHype
GLANCE: Global to Local Architecture-Neutral Concept-based ExplanationsCode0
Relative Feature ImportanceCode0
An Annotated Corpus of Textual Explanations for Clinical Decision SupportCode0
Confident Feature RankingCode0
Tell Me a Story! Narrative-Driven XAI with Large Language ModelsCode0
A Multilinear Sampling Algorithm to Estimate Shapley ValuesCode0
Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural NetworksCode0
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up datasetCode0
Graph machine learning for flight delay prediction due to holding manouverCode0
Unveiling the Power of Sparse Neural Networks for Feature SelectionCode0
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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