SOTAVerified

Feature Importance

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 890 papers

TitleStatusHype
Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI—0
FORCE: Feature-Oriented Representation with Clustering and Explanation—0
Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites—0
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection—0
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change—0
How to safely discard features based on aggregate SHAP values—0
Learnable cut flow—0
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines—0
No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism—0
Does the Appearance of Autonomous Conversational Robots Affect User Spoken Behaviors in Real-World Conference Interactions?—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data—0
ShuffleGate: An Efficient and Self-Polarizing Feature Selection Method for Large-Scale Deep Models in IndustryCode0
Machine learning algorithms to predict stroke in China based on causal inference of time series analysis—0
Explaining the Unexplainable: A Systematic Review of Explainable AI in Finance—0
Accurate predictive model of band gap with selected important features based on explainable machine learning—0
Enhancing Network Security Management in Water Systems using FM-based Attack Attribution—0
Improving clustering quality evaluation in noisy Gaussian mixtures—0
EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT—0
An exploration of features to improve the generalisability of fake news detection models—0
Integrating Boosted learning with Differential Evolution (DE) Optimizer: A Prediction of Groundwater Quality Risk Assessment in Odisha—0
Sentiment analysis of texts from social networks based on machine learning methods for monitoring public sentiment—0
TabulaTime: A Novel Multimodal Deep Learning Framework for Advancing Acute Coronary Syndrome Prediction through Environmental and Clinical Data Integration—0
Discovering the influence of personal features in psychological processes using Artificial Intelligence techniques: the case of COVID19 lockdown in Spain—0
How does ion temperature gradient turbulence depend on magnetic geometry? Insights from data and machine learning—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