SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 890 papers

TitleStatusHype
Similarity of Neural Architectures using Adversarial Attack Transferability—0
Linear Video Transformer with Feature Fixation—0
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based MethodsCode0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
A Detailed Study of Interpretability of Deep Neural Network based Top TaggersCode0
Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series ModelsCode0
Conditional Feature Importance for Mixed DataCode0
Feature Importance for Time Series Data: Improving KernelSHAP—0
Ensembling improves stability and power of feature selection for deep learning models—0
To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification—0
Sequential Attention for Feature SelectionCode0
Variance Tolerance Factors For Interpreting ALL Neural NetworksCode0
An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification—0
Algorithm-Agnostic Interpretations for Clustering—0
Low-cost machine learning approach to the prediction of transition metal phosphor excited state properties—0
Sample-based Uncertainty Quantification with a Single Deterministic Neural Network—0
Examining Uniqueness and Permanence of the WAY EEG GAL dataset toward User Authentication—0
Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams—0
A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset—0
Machine Learning Models Evaluation and Feature Importance Analysis on NPL Dataset—0
Learning to predict test effectiveness—0
An ensemble meta-estimator to predict source code testabilityCode0
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks—0
Unifying local and global model explanations by functional decomposition of low dimensional structuresCode0
Estimating Sunlight Using GNSS Signal Strength from Smartphone—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