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regression

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Showing 9351–9375 of 9424 papers

TitleStatusHype
Multivariate Dyadic Regression Trees for Sparse Learning Problems—0
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression—0
Exact learning curves for Gaussian process regression on large random graphs—0
Penalized Principal Component Regression on Graphs for Analysis of Subnetworks—0
A Dirty Model for Multi-task Learning—0
Relaxed Clipping: A Global Training Method for Robust Regression and Classification—0
Adaptive Multi-Task Lasso: with Application to eQTL Detection—0
Fast global convergence rates of gradient methods for high-dimensional statistical recovery—0
Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation—0
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization—0
Decomposing Isotonic Regression for Efficiently Solving Large Problems—0
Pose-Sensitive Embedding by Nonlinear NCA Regression—0
Discriminative Clustering by Regularized Information Maximization—0
Nuclear norm penalization and optimal rates for noisy low rank matrix completion—0
Bregman Distance to L1 Regularized Logistic Regression—0
Supervised Topic ModelsCode0
Convex Relaxation of Mixture Regression with Efficient Algorithms—0
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness—0
Kernels and learning curves for Gaussian process regression on random graphs—0
Optimal Scoring for Unsupervised Learning—0
Distribution Matching for Transduction—0
Structured output regression for detection with partial truncation—0
Gaussian process regression with Student-t likelihood—0
Heterogeneous multitask learning with joint sparsity constraints—0
Ensemble Nystrom Method—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