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regression

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Showing 1901–1925 of 9424 papers

TitleStatusHype
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric UncertaintyCode0
Modelling with Discretized VariablesCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
Impact Assessment of Missing Data in Model Predictions for Earth Observation ApplicationsCode0
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression—0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation—0
Fused LASSO as Non-Crossing Quantile Regression—0
Inflation Target at Risk: A Time-varying Parameter Distributional Regression—0
An Alternative Graphical Lasso Algorithm for Precision Matrices—0
Neural Parameter Regression for Explicit Representations of PDE Solution Operators—0
Tighter Confidence Bounds for Sequential Kernel Regression—0
Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression—0
Approximation of RKHS Functionals by Neural Networks—0
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning—0
Selecting informative conformal prediction sets with false coverage rate control—0
Normalized Validity Scores for DNNs in Regression based Eye Feature Extraction—0
Machine learning-based system reliability analysis with Gaussian Process Regression—0
Nonparametric Identification and Estimation with Non-Classical Errors-in-Variables—0
Federated Transfer Learning with Differential Privacy—0
Comprehensive Study Of Predictive Maintenance In Industries Using Classification Models And LSTM Model—0
A Structure-Preserving Kernel Method for Learning Hamiltonian Systems—0
Reconstructing Blood Flow in Data-Poor Regimes: A Vasculature Network Kernel for Gaussian Process Regression—0
Iterative Forgetting: Online Data Stream Regression Using Database-Inspired Adaptive Granulation—0
The NeRFect Match: Exploring NeRF Features for Visual Localization—0
Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products—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