SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 890 papers

TitleStatusHype
Trustworthy Disease Discovery: A Case Study in Alzheimer’s—0
Turning hazardous volatile matter compounds into fuel by catalytic steam reforming: An evolutionary machine learning approach—0
Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation—0
Understanding & Predicting User Lifetime with Machine Learning in an Anonymous Location-Based Social Network—0
Understanding the Prediction Mechanism of Sentiments by XAI Visualization—0
Unemployment Dynamics Forecasting with Machine Learning Regression Models—0
Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models—0
Unlearning-based Neural Interpretations—0
Unpack Local Model Interpretation for GBDT—0
Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records—0
Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals—0
Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data—0
Using an interpretable Machine Learning approach to study the drivers of International Migration—0
Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality—0
Using Spark Machine Learning Models to Perform Predictive Analysis on Flight Ticket Pricing Data—0
Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information—0
Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data—0
Variable Importance Using Decision Trees—0
Visual Error Patterns in Multi-Modal AI: A Statistical Approach—0
Visualizing Topological Importance: A Class-Driven Approach—0
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection—0
VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains—0
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—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