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regression

Papers

Showing 14811490 of 9424 papers

TitleStatusHype
Debiased high-dimensional regression calibration for errors-in-variables log-contrast models0
Extending Explainable Ensemble Trees (E2Tree) to regression contexts0
Approximation Bounds for Recurrent Neural Networks with Application to Regression0
Regression with Large Language Models for Materials and Molecular Property Prediction0
Inference for Large Scale Regression Models with Dependent Errors0
Lepskii Principle for Distributed Kernel Ridge Regression0
Active learning for regression in engineering populations: A risk-informed approach0
Reprojection Errors as Prompts for Efficient Scene Coordinate Regression0
The Prevalence of Neural Collapse in Neural Multivariate Regression0
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis0
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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