SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 776–800 of 890 papers

TitleStatusHype
What went wrong and when? Instance-wise Feature Importance for Time-series Models—0
Understanding the Prediction Mechanism of Sentiments by XAI Visualization—0
What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI—0
Problems with Shapley-value-based explanations as feature importance measures—0
Feature Importance Estimation with Self-Attention Networks—0
Generating Interpretable Poverty Maps using Object Detection in Satellite Images—0
Hyperparameter Optimization for Forecasting Stock Returns—0
¶ILCRO: Making Importance Landscapes Flat Again—0
Explaining Data-Driven Decisions made by AI Systems: The Counterfactual Approach—0
Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified—0
Forecasting Corn Yield with Machine Learning Ensembles—0
Topological Descriptors Help Predict Guest Adsorption in Nanoporous Materials—0
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection—0
SensAI+Expanse Emotional Valence Prediction Studies with Cognition and Memory Integration—0
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning—0
Learning Deep Attribution Priors Based On Prior Knowledge—0
SensAI+Expanse Adaptation on Human Behaviour Towards Emotional Valence Prediction—0
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and PrognosisCode0
Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis—0
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder—0
Explanation by Progressive ExaggerationCode0
Sobolev Independence CriterionCode0
Variable Selection with Copula EntropyCode0
CXPlain: Causal Explanations for Model Interpretation under UncertaintyCode0
Self-attention for raw optical Satellite Time Series ClassificationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.76—Unverified
2VarImpVIANNPearson Correlation0.76—Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.6—Unverified
2Garson Variable ImportancePearson Correlation0.22—Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.86—Unverified
2Garson Variable ImportancePearson Correlation0.64—Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.83—Unverified
2Garson Variable ImportancePearson Correlation0.6—Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.9—Unverified
2Garson Variable ImportancePearson Correlation0.73—Unverified
#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.74—Unverified
2VarImpVIANNPearson Correlation0.41—Unverified