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regression

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Showing 1776–1800 of 9424 papers

TitleStatusHype
A Novel Bounding Box Regression Method for Single Object Tracking—0
MTLComb: multi-task learning combining regression and classification tasks for joint feature selectionCode0
Sparse Regression Codes for Non-coherent SIMO channels—0
Machine Learning Driven Biomarker Selection for Medical Diagnosis—0
On the Saturation Effect of Kernel Ridge Regression—0
An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular DataCode0
Wasserstein Gradient Boosting: A Framework for Distribution-Valued Supervised LearningCode0
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity AnalysisCode0
Latent group structure in linear panel data models with endogenous regressors—0
Learning Decision Policies with Instrumental Variables through Double Machine LearningCode0
Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction—0
RS-Reg: Probabilistic and Robust Certified Regression Through Randomized SmoothingCode0
Scalable Sparse Regression for Model Discovery: The Fast Lane to InsightCode0
Simultaneous Inference for Local Structural Parameters with Random Forests—0
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications—0
Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support RecoveryCode0
Trade Openness, Tariffs and Economic Growth: An Empirical Study from Countries of G-20—0
Decentralized Kernel Ridge Regression Based on Data-Dependent Random FeatureCode0
Kernel Three Pass Regression Filter—0
Sharpness-Aware Minimization for Evolutionary Feature Construction in Regression—0
ISR: Invertible Symbolic Regression—0
Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation—0
Fast Computation of Leave-One-Out Cross-Validation for k-NN Regression—0
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression—0
Uncertainty quantification in metric spaces—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified