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regression

Papers

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Showing 3101–3125 of 9424 papers

TitleStatusHype
A Unified Dynamic Approach to Sparse Model Selection—0
Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression—0
Adaptive Multi-Task Lasso: with Application to eQTL Detection—0
Deep Learning for Limit Order Books—0
Deep Learning for Chest X-ray Analysis: A Survey—0
Estimating vector fields using sparse basis field expansions—0
Estimation Algorithm Non-Stationary Frequency of the Sinusoidal Signal—0
Estimation and Applications of Quantile Regression for Binary Longitudinal Data—0
Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows—0
A Machine Learning Approach for Design of Frequency Selective Surface based Radar Absorbing Material via Image Prediction—0
Estimation and Inference by Stochastic Optimization: Three Examples—0
Estimation and Inference in Boundary Discontinuity Designs—0
Estimation and Inference with Trees and Forests in High Dimensions—0
Estimation and Validation of Ratio-based Conditional Average Treatment Effects Using Observational Data—0
Estimation, Confidence Intervals, and Large-Scale Hypotheses Testing for High-Dimensional Mixed Linear Regression—0
Achieving Fairness with a Simple Ridge Penalty—0
Estimation from Non-Linear Observations via Convex Programming with Application to Bilinear Regression—0
Estimation of a regression function on a manifold by fully connected deep neural networks—0
A Bayesian Robust Regression Method for Corrupted Data Reconstruction—0
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions—0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning—0
Estimation of Evaporator Valve Sizes in Supermarket Refrigeration Cabinets—0
Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation—0
Estimation of High-Dimensional Seemingly Unrelated Regression Models—0
Explaining the Success of Nearest Neighbor Methods in Prediction—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