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regression

Papers

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Showing 3676–3700 of 9424 papers

TitleStatusHype
Adversarially Robust PAC Learnability of Real-Valued Functions—0
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems—0
Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging—0
Gaussian Process Regression constrained by Boundary Value Problems—0
Gaussian Process Regression for Arctic Coastal Erosion Forecasting—0
Gaussian Process Regression for Binned Data—0
Gaussian Process Regression for Derivative Portfolio Modeling and Application to CVA Computations—0
Gaussian process regression for forecasting battery state of health—0
Gaussian Process Regression for Improved Underwater Navigation—0
Gaussian Process Regression for Inverse Problems in Linear PDEs—0
Gaussian Process Regression for Maximum Entropy Distribution—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Gaussian Process Regression for Pricing Variable Annuities with Stochastic Volatility and Interest Rate—0
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast—0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—0
Gaussian Process Regression under Computational and Epistemic Misspecification—0
Gaussian Process Regression with Heteroscedastic or Non-Gaussian Residuals—0
Error Bounds for Piecewise Smooth and Switching Regression—0
Calibrating Uncertainties in Object Localization Task—0
Error Asymmetry in Causal and Anticausal Regression—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Gaussian process regression with Student-t likelihood—0
Error Analysis of Generalized Nyström Kernel Regression—0
Calibrated Reliable Regression using Maximum Mean Discrepancy—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