SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–775 of 890 papers

TitleStatusHype
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events ExtractionCode0
DejaVid: Encoder-Agnostic Learned Temporal Matching for Video ClassificationCode0
Predicting the duration of traffic incidents for Sydney greater metropolitan area using machine learning methodsCode0
A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio ModelingCode0
A copula-based visualization technique for a neural networkCode0
Deep Learning Based Cloud Cover Parameterization for ICONCode0
Machine learning-based identification of Gaia astrometric exoplanet orbitsCode0
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machineCode0
STAA: Spatio-Temporal Attention Attribution for Real-Time Interpreting Transformer-based Video ModelsCode0
Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER DatabaseCode0
Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT)Code0
Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic RegressionCode0
Nonparametric IPSS: Fast, flexible feature selection with false discovery controlCode0
FAT-DeepFFM: Field Attentive Deep Field-aware Factorization MachineCode0
Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific InsightsCode0
AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous SensorsCode0
Machine Learning Reveals Large-scale Impact of Posidonia Oceanica on Mediterranean Sea WaterCode0
Visualizing the Feature Importance for Black Box ModelsCode0
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal ExplanationCode0
An Explainable Pipeline for Machine Learning with Functional DataCode0
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text ClassificationCode0
Feature Importance and Explainability in Quantum Machine LearningCode0
Profiling Electric Vehicles via Early Charging Voltage PatternsCode0
Decision Explanation and Feature Importance for Invertible NetworksCode0
Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural CaseCode0
Show:102550
← PrevPage 31 of 36Next →
All datasetsbostonBreastcancerDiabetesDigitsirisWine

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