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regression

Papers

Showing 23512360 of 9424 papers

TitleStatusHype
Covariance regression with random forestsCode0
Deterministic error bounds for kernel-based learning techniques under bounded noiseCode0
Detecting Errors in a Numerical Response via any Regression ModelCode0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Deep Regression Forests for Age EstimationCode0
High-Dimensional Asymptotics of Prediction: Ridge Regression and ClassificationCode0
High-dimensional censored MIDAS logistic regression for corporate survival forecastingCode0
Dependent relevance determination for smooth and structured sparse regressionCode0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learningCode0
Deterministic Gaussian Averaged Neural NetworksCode0
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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