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regression

Papers

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Showing 4251–4275 of 9424 papers

TitleStatusHype
A Bayesian Approach with Type-2 Student-tMembership Function for T-S Model Identification—0
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation—0
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression—0
Asymptotic Confidence Regions for High-dimensional Structured Sparsity—0
Data-driven forecasting of solar irradiance—0
Data-driven computing in elasticity via kernel regression—0
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments—0
A Knowledge Transfer Framework for Differentially Private Sparse Learning—0
Data-driven calibration of linear estimators with minimal penalties—0
DataDRILL: Formation Pressure Prediction and Kick Detection for Drilling Rigs—0
Accurate Face Detection for High Performance—0
Data Deletion for Linear Regression with Noisy SGD—0
A Kinematic Bottleneck Approach For Pose Regression of Flexible Surgical Instruments directly from Images—0
Improving the Performance of Neural Networks in Regression Tasks Using Drawering—0
Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection—0
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners—0
Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier—0
Imputation of missing values in multi-view data—0
Asymptotically efficient adaptive identification under saturated output observation—0
Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models—0
A Kernel Perspective on Distillation-based Collaborative Learning—0
How Data Augmentation affects Optimization for Linear Regression—0
Data augmentation as stochastic optimization—0
Asymmetric Random Projections—0
Data-aided Sensing for Gaussian Process Regression in IoT Systems—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified