SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 890 papers

TitleStatusHype
Explainable Reinforcement Learning for Formula One Race Strategy—0
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
Explaining Humour Style Classifications: An XAI Approach to Understanding Computational Humour Analysis—0
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video ClassificationCode0
DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences—0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
Assets Forecasting with Feature Engineering and Transformation Methods for LightGBM—0
Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading—0
Iterative Feature Exclusion Ranking for Deep Tabular LearningCode0
Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity RecognitionCode0
Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading—0
Which Imputation Fits Which Feature Selection Method? A Survey-Based Simulation Study—0
Predicting change in time production -- A machine learning approach to time perception—0
Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific InsightsCode0
S&P 500 Trend Prediction—0
Assessing high-order effects in feature importance via predictability decomposition—0
AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems—0
ASDnB: Merging Face with Body Cues For Robust Active Speaker DetectionCode0
Leveraging Black-box Models to Assess Feature Importance in Unconditional Distribution—0
BIAS: A Body-based Interpretable Active Speaker ApproachCode0
Multiclass Post-Earthquake Building Assessment Integrating High-Resolution Optical and SAR Satellite Imagery, Ground Motion, and Soil Data with Transformers—0
Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models—0
VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains—0
Crash Severity Risk Modeling Strategies under Data Imbalance—0
Show:102550
← PrevPage 9 of 36Next →
All datasetsbostonBreastcancerDiabetesDigitsirisWine

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