SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–525 of 890 papers

TitleStatusHype
Towards Global Explanations of Convolutional Neural Networks With Concept Attribution—0
Towards Large Language Models with Self-Consistent Natural Language Explanations—0
Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories—0
Towards Responsible AI for Financial Transactions—0
Towards Stable Machine Learning Model Retraining via Slowly Varying Sequences—0
Towards Transparent and Accurate Plasma State Monitoring at JET—0
Towards trustworthy explanations with gradient-based attribution methods—0
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—0
Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction—0
Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification—0
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation—0
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
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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