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regression

Papers

Showing 36213630 of 9424 papers

TitleStatusHype
Fully Nonparametric Bayesian Additive Regression Trees0
Functional BART with Shape Priors: A Bayesian Tree Approach to Constrained Functional Regression0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task0
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation0
Aleatoric uncertainty for Errors-in-Variables models in deep regression0
Error Reduction from Stacked Regressions0
Call for Action: towards the next generation of symbolic regression benchmark0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks0
Error-in-variables modelling for operator learning0
Calibration of ordinal regression networks0
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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