SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–675 of 890 papers

TitleStatusHype
Class-Discriminative Attention Maps for Vision Transformers—0
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods—0
Classifying Simulated Gait Impairments using Privacy-preserving Explainable Artificial Intelligence and Mobile Phone Videos—0
Cluster-based Feature Importance Learning for Electronic Health Record Time-series—0
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes—0
Cognitive Networks and Performance Drive fMRI-Based State Classification Using DNN Models—0
COMIX: Compositional Explanations using Prototypes—0
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement—0
Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction—0
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification—0
Computational analysis of pathological image enables interpretable prediction for microsatellite instability—0
Continual Deterioration Prediction for Hospitalized COVID-19 Patients—0
Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients—0
Towards Cooperative Flight Control Using Visual-Attention—0
Regularizing Explanations in Bayesian Convolutional Neural Networks—0
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt—0
COVID-19 diagnosis by routine blood tests using machine learning—0
Crash Severity Risk Modeling Strategies under Data Imbalance—0
Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function—0
Cross-cultural Emotion Classification: the Effect of Emotional Intensity and Acoustic Features—0
CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images—0
Data-driven advice for interpreting local and global model predictions in bioinformatics problems—0
Data-Driven Modelling for Harmonic Current Emission in Low-Voltage Grid Using MCReSANet with Interpretability Analysis—0
Data-driven Prediction of Relevant Scenarios for Robust Combinatorial Optimization—0
Data-Driven Transient Stability Assessment of Power Systems with a Novel GHM-Enhanced CatBoost Algorithm—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