SOTAVerified

Feature Importance

Papers

Showing 121130 of 890 papers

TitleStatusHype
Benchmarking the Fidelity and Utility of Synthetic Relational Data0
Better Model Selection with a new Definition of Feature Importance0
Analyzing Domestic Violence through Exploratory Data Analysis and Explainable Ensemble Learning Insights0
Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI0
Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics0
Beyond Single-Feature Importance with ICECREAM0
Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency0
A Multi-Head Attention Soft Random Forest for Interpretable Patient No-Show Prediction0
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement0
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification0
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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