SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 890 papers

TitleStatusHype
Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques—0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—0
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks—0
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agentCode0
Evaluating graph-based explanations for AI-based recommender systems—0
Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importanceCode0
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories—0
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and ClassificationCode1
Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing—0
XAI-Guided Enhancement of Vegetation Indices for Crop Mapping—0
BrainMetDetect: Predicting Primary Tumor from Brain Metastasis MRI Data Using Radiomic Features and Machine Learning AlgorithmsCode0
DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification—0
Explainability of Machine Learning Models under Missing DataCode0
ShapG: new feature importance method based on the Shapley valueCode0
AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI—0
Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methodsCode0
The Impact of Feature Representation on the Accuracy of Photonic Neural NetworksCode0
Graph-Augmented LLMs for Personalized Health Insights: A Case Study in Sleep Analysis—0
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis—0
Privacy Implications of Explainable AI in Data-Driven Systems—0
Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study—0
Machine Learning Based Prediction of Proton Conductivity in Metal-Organic Frameworks—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