SOTAVerified

Feature Importance

Papers

Showing 781790 of 890 papers

TitleStatusHype
Bayesian Importance of Features (BIF)Code0
Benchmarking Perturbation-based Saliency Maps for Explaining Atari AgentsCode0
Feature Importance Measure for Non-linear Learning AlgorithmsCode0
Feature Importance Measurement based on Decision Tree SamplingCode0
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsCode0
CXPlain: Causal Explanations for Model Interpretation under UncertaintyCode0
Whole MILC: generalizing learned dynamics across tasks, datasets, and populationsCode0
Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children PatientsCode0
Feature importance to explain multimodal prediction models. A clinical use caseCode0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
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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