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regression

Papers

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Showing 1101–1125 of 9424 papers

TitleStatusHype
Uniform Kernel ProberCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
Does the financialization of agricultural commodities impact food security? An empirical investigation—0
Explainable and Class-Revealing Signal Feature Extraction via Scattering Transform and Constrained Zeroth-Order Optimization—0
Tighter sparse variational Gaussian processes—0
Two-Point Deterministic Equivalence for Stochastic Gradient Dynamics in Linear Models—0
PoI: Pixel of Interest for Novel View Synthesis Assisted Scene Coordinate Regression—0
Gaussian Process Regression for Inverse Problems in Linear PDEs—0
Type 2 Tobit Sample Selection Models with Bayesian Additive Regression Trees—0
Hybrid Fingerprint-based Positioning in Cell-Free Massive MIMO Systems—0
Gaussian processes for dynamics learning in model predictive control—0
Heteroscedastic Double Bayesian Elastic Net—0
Improving Power Plant CO2 Emission Estimation with Deep Learning and Satellite/Simulated DataCode0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression—0
Theoretical and Practical Analysis of Fréchet Regression via Comparison Geometry—0
Regression and Forecasting of U.S. Stock Returns Based on LSTM—0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection—0
Optimal Transport-based Conformal Prediction—0
Meta-learning of shared linear representations beyond well-specified linear regression—0
VKFPos: A Learning-Based Monocular Positioning with Variational Bayesian Extended Kalman Filter IntegrationCode0
HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation—0
A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification—0
MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability—0
Transformer Semantic Genetic Programming for Symbolic Regression—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