SOTAVerified

Feature Importance

Papers

Showing 201210 of 890 papers

TitleStatusHype
Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy0
Explaining Humour Style Classifications: An XAI Approach to Understanding Computational Humour Analysis0
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text0
DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences0
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example GenerationCode0
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video ClassificationCode0
Assets Forecasting with Feature Engineering and Transformation Methods for LightGBM0
Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading0
Iterative Feature Exclusion Ranking for Deep Tabular LearningCode0
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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