SOTAVerified

Feature Importance

Papers

Showing 561570 of 890 papers

TitleStatusHype
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis0
FeatNavigator: Automatic Feature Augmentation on Tabular Data0
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification0
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning0
Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions0
Feature Importance: A Closer Look at Shapley Values and LOCO0
Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness0
Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models0
Feature Importance Estimation with Self-Attention Networks0
Feature Importance for Time Series Data: Improving KernelSHAP0
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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