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regression

Papers

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Showing 401–425 of 9424 papers

TitleStatusHype
Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation—0
Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age—0
Pareto Optimization with Robust Evaluation for Noisy Subset Selection—0
Optimizing Financial Data Analysis: A Comparative Study of Preprocessing Techniques for Regression Modeling of Apple Inc.'s Net Income and Stock Prices—0
Interpolation pour l'augmentation de donnees : Application à la gestion des adventices de la canne a sucre a la Reunion—0
Soft regression trees: a model variant and a decomposition training algorithm—0
AdaPRL: Adaptive Pairwise Regression Learning with Uncertainty Estimation for Universal Regression Tasks—0
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression—0
EVA-S2PLoR: A Secure Element-wise Multiplication Meets Logistic Regression on Heterogeneous Database—0
A High-accuracy Calibration Method of Transient TSEPs for Power Semiconductor Devices—0
Non-asymptotic analysis of the performance of the penalized least trimmed squares in sparse models—0
RieszBoost: Gradient Boosting for Riesz Regression—0
A Support Vector Approach in Segmented Regression for Map-assisted Non-cooperative Source Localization—0
On weight and variance uncertainty in neural networks for regression tasksCode0
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images—0
Stochastic Process Learning via Operator Flow MatchingCode1
Symmetry and Generalisation in Machine Learning—0
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive RegressionCode0
Can Deep Learning Trigger Alerts from Mobile-Captured Images?—0
Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models—0
The Choice of Normalization Influences Shrinkage in Regularized RegressionCode0
Survival Analysis Revisited: Understanding and Unifying Poisson, Exponential, and Cox Models in Fall Risk Analysis—0
iTARGET: Interpretable Tailored Age Regression for Grouped Epigenetic TraitsCode0
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization—0
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement LearningCode0
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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