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regression

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Showing 2526–2550 of 9424 papers

TitleStatusHype
A semi-supervised learning framework for quantitative structure-activity regression modelling—0
Convergence analysis of online algorithms for vector-valued kernel regression—0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework—0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning—0
Active Regression by Stratification—0
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting—0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning—0
Control Occupation Kernel Regression for Nonlinear Control-Affine Systems—0
Controlling Steering with Energy-Based Models—0
A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls—0
Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound—0
A selective review of sufficient dimension reduction for multivariate response regression—0
Controllable RANSAC-based Anomaly Detection via Hypothesis Testing—0
Controllable Neural Symbolic Regression—0
Contrastive Weighted Learning for Near-Infrared Gaze Estimation—0
Agnostic Sample Compression Schemes for Regression—0
Active Output Selection Strategies for Multiple Learning Regression Models—0
Contrastive Representation Learning for Acoustic Parameter Estimation—0
Contrastive Regression for Domain Adaptation on Gaze Estimation—0
Contrastive Learning for Regression on Hyperspectral Data—0
A Safe Screening Rule for Sparse Logistic Regression—0
Agnostic Proper Learning of Halfspaces under Gaussian Marginals—0
Contrastive inverse regression for dimension reduction—0
Contrasting random and learned features in deep Bayesian linear regression—0
Agnostic PAC Learning of k-juntas Using L2-Polynomial 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