SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 890 papers

TitleStatusHype
Explaining Humour Style Classifications: An XAI Approach to Understanding Computational Humour Analysis—0
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction—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
Underwater Image Restoration via Polymorphic Large Kernel CNNsCode1
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
Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models—0
WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning ModelsCode1
Multiclass Post-Earthquake Building Assessment Integrating High-Resolution Optical and SAR Satellite Imagery, Ground Motion, and Soil Data with Transformers—0
Investigating the importance of social vulnerability in opioid-related mortality across the United States—0
Crash Severity Risk Modeling Strategies under Data Imbalance—0
Show:102550
← PrevPage 5 of 36Next →
All datasetsbostonBreastcancerDiabetesDigitsirisWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.76—Unverified
2Garson Variable ImportancePearson 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