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regression

Papers

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Showing 9051–9075 of 9424 papers

TitleStatusHype
Exact Post Model Selection Inference for Marginal Screening—0
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression—0
Important Molecular Descriptors Selection Using Self Tuned Reweighted Sampling Method for Prediction of Antituberculosis Activity—0
Group-sparse Matrix Recovery—0
Sparse Quantile Huber Regression for Efficient and Robust Estimation—0
Automatic Construction and Natural-Language Description of Nonparametric Regression ModelsCode0
The Algebraic Approach to Phase Retrieval and Explicit Inversion at the Identifiability Threshold—0
Online Nonparametric Regression—0
Equivalence of Kernel Machine Regression and Kernel Distance Covariance for Multidimensional Trait Association Studies—0
Two-stage Sampled Learning Theory on Distributions—0
On the Prediction Performance of the Lasso—0
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable ModelsCode0
Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial—0
Local Gaussian Regression—0
Predicting Nearly As Well As the Optimal Twice Differentiable Regressor—0
Collaborative Regression—0
Hilbert Space Methods for Reduced-Rank Gaussian Process RegressionCode0
Monte Carlo Simulation for Lasso-Type Problems by Estimator Augmentation—0
Distortion-driven Turbulence Effect Removal using Variational Model—0
Regression Conformal Prediction with Nearest Neighbours—0
Coordinate Descent with Online Adaptation of Coordinate Frequencies—0
Use Case Point Approach Based Software Effort Estimation using Various Support Vector Regression Kernel Methods—0
Inference in High Dimensions with the Penalized Score Test—0
Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression—0
Lasso and equivalent quadratic penalized models—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