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regression

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Showing 8551–8575 of 9424 papers

TitleStatusHype
Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validationCode0
Online Sparse Linear Regression—0
Gaussian Process Regression for Out-of-Sample Extension—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
High-Dimensional Metrics in RCode0
Principal Component Projection Without Principal Component Analysis—0
Graph Regularized Low Rank Representation for Aerosol Optical Depth Retrieval—0
A Statistical Model for Stroke Outcome Prediction and Treatment Planning—0
Higher-Order Low-Rank Regression—0
Sparse Linear Regression via Generalized Orthogonal Least-Squares—0
Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data—0
Spectral Learning for Supervised Topic Models—0
Semi-parametric Order-based Generalized Multivariate Regression—0
Structured Sparse Regression via Greedy Hard-Thresholding—0
Large Scale Kernel Learning using Block Coordinate Descent—0
Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression—0
Bayesian generalized fused lasso modeling via NEG distribution—0
DR-ABC: Approximate Bayesian Computation with Kernel-Based Distribution Regression—0
Generalization Properties of Learning with Random FeaturesCode0
Mean-Reversion and Optimization—0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation—0
Detection of Cooperative Interactions in Logistic Regression Models—0
A Universal Approximation Theorem for Mixture of Experts Models—0
Online Active Linear Regression via Thresholding—0
DECOrrelated feature space partitioning for distributed sparse 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