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regression

Papers

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Showing 4726–4750 of 9424 papers

TitleStatusHype
Learning Functional Priors and Posteriors from Data and Physics—0
Predicting the Popularity of Reddit Posts with AI—0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers—0
DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting—0
Stateful Strategic Regression—0
AI without networks—0
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing DataCode0
Can a single neuron learn predictive uncertainty?Code0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?—0
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning—0
RegMix: Data Mixing Augmentation for Regression—0
Learning a performance metric of Buchberger's algorithmCode0
Linear Rescaling to Accurately Interpret Logarithms—0
The Fine-Grained Hardness of Sparse Linear Regression—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—0
COVID-19 cases prediction using regression and novel SSM model for non-converged countries—0
Out-of-Distribution Generalization in Kernel RegressionCode0
Credit spread approximation and improvement using random forest regression—0
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence—0
Linear regression with partially mismatched data: local search with theoretical guarantees—0
Gaussian Processes on Hypergraphs—0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning—0
Bayesian Inference for Gamma Models—0
Three-dimensional Epanechnikov mixture regression in image coding—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