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regression

Papers

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Showing 1651–1675 of 9424 papers

TitleStatusHype
Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data—0
Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression—0
Ensembles of Probabilistic Regression TreesCode0
High-probability minimax lower bounds—0
Bayesian Circular Regression with von Mises Quasi-Processes—0
On the Consistency of Fairness Measurement Methods for Regression Tasks—0
An Optimal Transport Approach for Network Regression—0
Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection—0
Predicting the energetic proton flux with a machine learning regression algorithm—0
Minimax Linear Regression under the Quantile Risk—0
Linear Bellman Completeness Suffices for Efficient Online Reinforcement Learning with Few Actions—0
Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models—0
CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction—0
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
MSBoost: Using Model Selection with Multiple Base Estimators for Gradient BoostingCode0
First-Order Manifold Data Augmentation for Regression LearningCode0
Research on Trends in Illegal Wildlife Trade based on Comprehensive Growth Dynamic Model—0
Stacking for Probabilistic Short-term Load Forecasting—0
Full reference point cloud quality assessment using support vector regressionCode0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
An Efficient Approach to Regression Problems with Tensor Neural Networks—0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting—0
Ridge interpolators in correlated factor regression models -- exact risk analysis—0
Deep Sketched Output Kernel Regression for Structured PredictionCode0
Flexible Heteroscedastic Count Regression with Deep Double Poisson NetworksCode0
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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