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regression

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Showing 4676–4700 of 9424 papers

TitleStatusHype
Training Data Subset Selection for Regression with Controlled Generalization ErrorCode0
Heterogeneous Treatment Effects in Regression Discontinuity DesignsCode0
Universal Domain Adaptation in Ordinal Regression—0
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRICode0
Sparsistent Model DiscoveryCode0
Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field ReconstructionCode0
Robust Regression Revisited: Acceleration and Improved Estimation Rates—0
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests—0
Robust Regression via Model Based Methods—0
Geo-FARM: Geodesic Factor Regression Model for Misaligned Pre-Shape Responses in Statistical Shape Analysis—0
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules—0
Progressive Contour Regression for Arbitrary-Shape Scene Text DetectionCode0
Learning to Plan via a Multi-Step Policy Regression Method—0
Performance Evaluation of Classification Models for Household Income, Consumption and Expenditure Data Set—0
Exoskeleton-Based Multimodal Action and Movement Recognition: Identifying and Developing the Optimal Boosted Learning Approach—0
On the benefits of maximum likelihood estimation for Regression and Forecasting—0
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation—0
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting—0
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training—0
A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams—0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting—0
On the Power of Preconditioning in Sparse Linear Regression—0
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparisonCode0
Statistical Query Lower Bounds for List-Decodable Linear Regression—0
Regularization-Induced Bias and Consistency in Recursive Least Squares—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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