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regression

Papers

Showing 36613670 of 9424 papers

TitleStatusHype
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection0
Adversarially Robust PAC Learnability of Real-Valued Functions0
Error Correcting Algorithms for Sparsely Correlated Regressors0
Gaussian Process-based Min-norm Stabilizing Controller for Control-Affine Systems with Uncertain Input Effects and Dynamics0
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences0
Gaussian processes for dynamics learning in model predictive control0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions0
Gaussian Processes on Hypergraphs0
Gaussian Processes with Context-Supported Priors for Active Object Localization0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions0
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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