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regression

Papers

Showing 581590 of 9424 papers

TitleStatusHype
Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesCode1
A Mathematical Analysis of Learning Loss for Active Learning in RegressionCode1
Delving into Deep Imbalanced RegressionCode1
Financial Time Series Data Processing for Machine LearningCode1
Automated Essay Scoring via Pairwise Contrastive RegressionCode1
Automated Explanation of Machine Learning Models of Footballing Actions in WordsCode1
An Analysis of Linear Time Series Forecasting ModelsCode1
FocusTune: Tuning Visual Localization through Focus-Guided SamplingCode1
Dense Label Encoding for Boundary Discontinuity Free Rotation DetectionCode1
Deep transformation models: Tackling complex regression problems with neural network based transformation modelsCode1
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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