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regression

Papers

Showing 42114220 of 9424 papers

TitleStatusHype
Advanced Deep Regression Models for Forecasting Time Series Oil Production0
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression0
Efficient List-Decodable Regression using Batches0
Efficient Line Search Method Based on Regression and Uncertainty Quantification0
Blind Polynomial Regression0
Efficient Least Squares Monte-Carlo Technique for PFE/EE Calculations0
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression0
Blind Acoustic Parameter Estimation Through Task-Agnostic Embeddings Using Latent Approximations0
Component-wise Adaptive Trimming For Robust Mixture Regression0
Efficient kernel surrogates for neural network-based regression0
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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