SOTAVerified

Feature Importance

Papers

Showing 761770 of 890 papers

TitleStatusHype
A copula-based visualization technique for a neural networkCode0
From unbiased MDI Feature Importance to Explainable AI for Trees0
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications0
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAICode1
Channel Pruning Guided by Classification Loss and Feature Importance0
A Matlab Toolbox for Feature Importance RankingCode1
What went wrong and when? Instance-wise Feature Importance for Time-series Models0
Understanding the Prediction Mechanism of Sentiments by XAI Visualization0
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI0
Problems with Shapley-value-based explanations as feature importance measures0
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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