SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–825 of 890 papers

TitleStatusHype
FORCE: Feature-Oriented Representation with Clustering and Explanation—0
Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series—0
Forecasting Corn Yield with Machine Learning Ensembles—0
FORLAPS: An Innovative Data-Driven Reinforcement Learning Approach for Prescriptive Process Monitoring—0
Forma mentis networks predict creativity ratings of short texts via interpretable artificial intelligence in human and GPT-simulated raters—0
FRAME-C: A knowledge-augmented deep learning pipeline for classifying multi-electrode array electrophysiological signals—0
From Predictive Importance to Causality: Which Machine Learning Model Reflects Reality?—0
From SHAP Scores to Feature Importance Scores—0
From unbiased MDI Feature Importance to Explainable AI for Trees—0
Generating Interpretable Poverty Maps using Object Detection in Satellite Images—0
Generative LLM Powered Conversational AI Application for Personalized Risk Assessment: A Case Study in COVID-19—0
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease—0
Global Censored Quantile Random Forest—0
Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence—0
Gradients of Counterfactuals—0
Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis—0
Graph Neural Network for Interpreting Task-fMRI Biomarkers—0
Graph Neural Networks Including Sparse Interpretability—0
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change—0
Greedy Modality Selection via Approximate Submodular Maximization—0
Group Shapley with Robust Significance Testing and Its Application to Bond Recovery Rate Prediction—0
Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research—0
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine—0
Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting—0
High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in ^123I-Ioflupane SPECT Imaging—0
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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