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regression

Papers

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Showing 2101–2125 of 9424 papers

TitleStatusHype
Uncertainty-Aware Calibration of a Hot-Wire Anemometer With Gaussian Process Regression—0
Forecasting Cryptocurrency Staking Rewards—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
A Two-Step Longstaff Schwartz Monte Carlo Approach to Game Option Pricing—0
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm—0
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing—0
Minimally Supervised Learning using Topological Projections in Self-Organizing Maps—0
Quantifying Marketing Performance at Channel-Partner Level by Using Marketing Mix Modeling (MMM) and Shapley Value Regression—0
Theoretical and Empirical Advances in Forest Pruning—0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
IV Estimation of Panel Data Tobit Models with Normal Errors—0
Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource SettingsCode0
Cuff-less Arterial Blood Pressure Waveform Synthesis from Single-site PPG using Transformer & Frequency-domain Learning—0
Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network—0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression—0
A least distance estimator for a multivariate regression model using deep neural networks—0
Nonlinear functional regression by functional deep neural network with kernel embedding—0
Multi-Stage Contrastive Regression for Action Quality AssessmentCode0
Simulation-Based Inference with Quantile RegressionCode0
Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics—0
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay—0
LORE++: Logical Location Regression Network for Table Structure Recognition with Pre-training—0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone—0
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions—0
Efficient Sparse Least Absolute Deviation Regression with Differential Privacy—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