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regression

Papers

Showing 47014725 of 9424 papers

TitleStatusHype
Optimal Learning with Anisotropic Gaussian SVMs0
Optimal link prediction with matrix logistic regression0
Optimal lower bounds for logistic log-likelihoods0
Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids0
Optimally tackling covariate shift in RKHS-based nonparametric regression0
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications0
Optimal Model Selection in RDD and Related Settings Using Placebo Zones0
Optimal prediction for kernel-based semi-functional linear regression0
Optimal Rate of Kernel Regression in Large Dimensions0
Optimal Rates for Learning with Nyström Stochastic Gradient Methods0
Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces0
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms0
Optimal rates of approximation by shallow ReLU^k neural networks and applications to nonparametric regression0
Optimal Rates of Distributed Regression with Imperfect Kernels0
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions0
Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces0
Optimal Ratio for Data Splitting0
Optimal Regularization Can Mitigate Double Descent0
Optimal Robust Linear Regression in Nearly Linear Time0
Optimal Sampling Density for Nonparametric Regression0
Optimal Scoring for Unsupervised Learning0
Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning0
Optimal Sketching Bounds for Sparse Linear Regression0
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation0
Optimal spanning tree reconstruction in symbolic regression0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified