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regression

Papers

Showing 931940 of 9424 papers

TitleStatusHype
Variance Reduction for the Independent Metropolis Sampler0
Reinforced Knowledge Distillation for Time Series RegressionCode0
Identification and Estimation of Causal Effects in High-Frequency Event Studies0
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Difference-in-Differences when Parallel Trends Holds Conditional on CovariatesCode1
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning0
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data0
Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression0
Pathological Regularization Regimes in Classification TasksCode0
Ensembles of Probabilistic Regression TreesCode0
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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