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regression

Papers

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Showing 3551–3575 of 9424 papers

TitleStatusHype
Meta Learning for High-dimensional Ising Model Selection Using _1-regularized Logistic Regression—0
Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation—0
Shallow neural network representation of polynomials—0
Inference on Strongly Identified Functionals of Weakly Identified Functions—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Delaunay-Triangulation-Based Learning with Hessian Total-Variation RegularizationCode0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Prediction of Seismic Intensity Distributions Using Neural Networks—0
Perspective Reconstruction of Human Faces by Joint Mesh and Landmark RegressionCode0
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing—0
Transformer Networks for Predictive Group Elevator Control—0
Easy Differentially Private Linear Regression—0
MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity PredictionCode0
Multinomial Logistic Regression Algorithms via Quadratic GradientCode0
SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation—0
Dynamic Bayesian Learning for Spatiotemporal Mechanistic ModelsCode0
Comparison of Forecasting Methods of House Electricity Consumption for Honda Smart HomeCode0
Machine learning in front of statistical methods for prediction spread SARS-CoV-2 in Colombia—0
Interaction Decompositions for Tensor Network Regression—0
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather ForecastingCode0
Neural Networks for Scalar Input and Functional OutputCode0
Boosting with copula-based components—0
Statistical Properties of the log-cosh Loss Function Used in Machine Learning—0
Interpretable Polynomial Neural Ordinary Differential Equations—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