SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 890 papers

TitleStatusHype
AcME-AD: Accelerated Model Explanations for Anomaly Detection—0
MoodCapture: Depression Detection Using In-the-Wild Smartphone Images—0
Machine Learning Reveals Large-scale Impact of Posidonia Oceanica on Mediterranean Sea WaterCode0
Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events—0
On the Potential of Network-Based Features for Fraud Detection—0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
Explainable Global Wildfire Prediction Models using Graph Neural NetworksCode1
DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting MachineCode0
Efficient and Interpretable Traffic Destination Prediction using Explainable Boosting MachinesCode0
Classification of cotton water stress using convolutional neural networks and UAV-based RGB imageryCode0
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
ShaRP: A Novel Feature Importance Framework for RankingCode0
Federated unsupervised random forest for privacy-preserving patient stratification—0
Dual feature-based and example-based explanation methodsCode0
Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopesCode1
Statistical Significance of Feature Importance RankingsCode0
Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru—0
Solving Offline Reinforcement Learning with Decision Tree RegressionCode0
AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary MaskingCode0
FIMBA: Evaluating the Robustness of AI in Genomics via Feature Importance Adversarial AttacksCode0
A tree-based varying coefficient modelCode0
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection—0
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI—0
Improving the Accuracy and Interpretability of Neural Networks for Wind Power Forecasting—0
CGS-Mask: Making Time Series Predictions Intuitive for All—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.76—Unverified
2Garson Variable ImportancePearson 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