SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–425 of 890 papers

TitleStatusHype
Predicting the First Response Latency of Maintainers and Contributors in Pull Requests—0
CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images—0
Popularity, face and voice: Predicting and interpreting livestreamers' retail performance using machine learning techniques—0
End-to-end Feature Selection Approach for Learning Skinny TreesCode0
Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting—0
Inside the black box: Neural network-based real-time prediction of US recessions—0
On the stability, correctness and plausibility of visual explanation methods based on feature importance—0
Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case StudyCode0
Handling Missing Values in Local Post-hoc ExplainabilityCode0
Model-agnostic variable importance for predictive uncertainty: an entropy-based approachCode0
On Feature Importance and Interpretability of Speaker Representations—0
Automatic prediction of mortality in patients with mental illness using electronic health records—0
DANAA: Towards transferable attacks with double adversarial neuron attributionCode0
Characterizing climate pathways using feature importance on echo state networks—0
Using Spark Machine Learning Models to Perform Predictive Analysis on Flight Ticket Pricing Data—0
Enhancing Interpretability and Generalizability in Extended Isolation ForestsCode0
LIPEx-Locally Interpretable Probabilistic Explanations-To Look Beyond The True Class—0
Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates—0
Less is More: On the Feature Redundancy of Pretrained Models When Transferring to Few-shot Tasks—0
ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning—0
Modality-aware Transformer for Financial Time series Forecasting—0
Anomaly Detection in Power Generation Plants with Generative Adversarial Networks—0
Axiomatic Aggregations of Abductive Explanations—0
Tell Me a Story! Narrative-Driven XAI with Large Language ModelsCode0
Explainable machine learning-based prediction model for diabetic nephropathy—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