SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 890 papers

TitleStatusHype
Predicting Outcomes in Long COVID Patients with Spatiotemporal Attention—0
On Formal Feature Attribution and Its ApproximationCode0
Interpretable Computer Vision Models through Adversarial Training: Unveiling the Robustness-Interpretability ConnectionCode0
Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence—0
Explainability is NOT a Game—0
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods—0
Retrieval of Boost Invariant Symbolic Observables via Feature Importance—0
Upscaling Global Hourly GPP with Temporal Fusion Transformer (TFT)—0
XAI-TRIS: Non-linear image benchmarks to quantify false positive post-hoc attribution of feature importanceCode0
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes—0
Calculating and Visualizing Counterfactual Feature Importance ValuesCode0
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events ExtractionCode0
Effects of heavy metal exposure on hypertension: A machine learning modeling approach—0
Interpretable Multimodal Emotion Recognition using Facial Features and Physiological Signals—0
Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production—0
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsCode0
When a CBR in Hand is Better than Twins in the Bush—0
FAST: Feature Arrangement for Semantic Transmission—0
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance—0
EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations—0
On Pitfalls of RemOve-And-Retrain: Data Processing Inequality PerspectiveCode0
TIGTEC : Token Importance Guided TExt Counterfactuals—0
Π-ML: A dimensional analysis-based machine learning parameterization of optical turbulence in the atmospheric surface layerCode0
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before OnsetCode0
Scalable Multi-task Semantic Communication System with Feature Importance Ranking—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