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regression

Papers

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Showing 2501–2525 of 9424 papers

TitleStatusHype
Infinite Action Contextual Bandits with Reusable Data ExhaustCode0
Research on road object detection algorithm based on improved YOLOX—0
SupSiam: Non-contrastive Auxiliary Loss for Learning from Molecular Conformers—0
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural NetworksCode1
A model-free feature selection technique of feature screening and random forest based recursive feature elimination—0
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise—0
ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion—0
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals—0
Kernel Ridge Regression Inference—0
SpReME: Sparse Regression for Multi-Environment Dynamic SystemsCode1
A Globally Convergent Estimator of the Parameters of the Classical Model of a Continuous Stirred Tank Reactor—0
Set-Asides in USDA Food Procurement Auctions—0
TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation—0
Dimension Reduction and MARSCode0
Structural Break Detection in Quantile Predictive Regression Models with Persistent Covariates—0
On semiparametric estimation of the intercept of the sample selection model: a kernel approach—0
Discovery of sparse hysteresis models for piezoelectric materialsCode0
CGA-PoseNet: Camera Pose Regression via a 1D-Up Approach to Conformal Geometric AlgebraCode0
Predicting the cardinality and maximum degree of a reduced Gröbner basisCode0
Minimax Instrumental Variable Regression and L_2 Convergence Guarantees without Identification or Closedness—0
A Composite T60 Regression and Classification Approach for Speech Dereverberation—0
Introduction To Gaussian Process Regression In Bayesian Inverse Problems, With New ResultsOn Experimental Design For Weighted Error Measures—0
Domain Generalization by Functional RegressionCode0
Fast Linear Model Trees by PILOT—0
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems—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