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regression

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Showing 7151–7200 of 9424 papers

TitleStatusHype
Optimal Robust Linear Regression in Nearly Linear Time—0
Optimal Sampling Density for Nonparametric Regression—0
Optimal Scoring for Unsupervised Learning—0
Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning—0
Optimal Sketching Bounds for Sparse Linear Regression—0
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation—0
Optimal spanning tree reconstruction in symbolic regression—0
Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up—0
Optimal stopping via reinforced regression—0
Optimal subgroup selection—0
Optimal Subsampling Approaches for Large Sample Linear Regression—0
Optimal Subsampling for Large Sample Logistic Regression—0
Optimal Sub-sampling with Influence Functions—0
Optimal Subsampling with Influence Functions—0
Optimal Transport-based Conformal Prediction—0
Optimal Transport-Based Domain Adaptation for Rotated Linear Regression—0
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data—0
Optimal Unbiased Randomizers for Regression with Label Differential Privacy—0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression—0
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables—0
Optimization for L1-Norm Error Fitting via Data Aggregation—0
Optimization Problems for Machine Learning: A Survey—0
Optimization of breeding program design through stochastic simulation with evolutionary algorithms—0
Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology—0
Optimized Inference in Regression Kink Designs—0
Optimized Linear Imputation—0
Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation—0
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning—0
Optimizing a Supervised Classifier for a Difficult Language Identification Problem—0
Optimizing Blood Transfusions and Predicting Shortages in Resource-Constrained Areas—0
Scoring Graspability based on Grasp Regression for Better Grasp Prediction—0
Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems—0
Optimizing Estimators of Squared Calibration Errors in Classification—0
Optimizing Financial Data Analysis: A Comparative Study of Preprocessing Techniques for Regression Modeling of Apple Inc.'s Net Income and Stock Prices—0
Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost—0
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients—0
Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression—0
Optimizing Offensive Gameplan in the National Basketball Association with Machine Learning—0
Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models—0
Optimizing Shortfall Risk Metric for Learning Regression Models—0
Optimizing the location of vaccination sites to stop a zoonotic epidemic—0
Optimizing the reliability of a bank with Logistic Regression and Particle Swarm Optimization—0
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction—0
Optimum Statistical Estimation with Strategic Data Sources—0
Ordinal Distribution Regression for Gait-based Age Estimation—0
Ordinal Regression as Structured Classification—0
Ordinal Regression for Difficulty Estimation of StepMania Levels—0
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation—0
Ordinal Regression via Binary Preference vs Simple Regression: Statistical and Experimental Perspectives—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