SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–575 of 890 papers

TitleStatusHype
Attention cannot be an Explanation—0
Evaluation of Feature-based explanations—0
Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniquesCode0
Deep Learning and Linear Programming for Automated Ensemble Forecasting and InterpretationCode0
Towards a Shapley Value Graph Framework for Medical peer-influence—0
Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?—0
AcME -- Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box—0
More Than Words: Towards Better Quality Interpretations of Text Classifiers—0
The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions—0
Deep Learning Based Cloud Cover Parameterization for ICONCode0
Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital—0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning—0
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
Identification of Twitter Bots Based on an Explainable Machine Learning Framework: The US 2020 Elections Case StudyCode0
Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness—0
Shapley Residuals: Quantifying the limits of the Shapley value for explanations—0
Hierarchical clustering: visualization, feature importance and model selectionCode0
Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency—0
Asian Giant Hornet Control based on Image Processing and Biological Dispersal—0
Is Shapley Explanation for a model unique?—0
Interpretable Models via Pairwise permutations algorithm—0
Cross-cultural Emotion Classification: the Effect of Emotional Intensity and Acoustic Features—0
Reshaping Smart Energy Transition: An analysis of human-building interactions in Qatar Using Machine Learning Techniques—0
Rationale production to support clinical decision-making—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