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regression

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Showing 3101–3150 of 9424 papers

TitleStatusHype
A machine learning approach for efficient multi-dimensional integration—0
Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression—0
Deep learning for prediction of population health costs—0
Estimating Unbounded Density Ratios: Applications in Error Control under Covariate Shift—0
A Unified Dynamic Approach to Sparse Model Selection—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
Adaptive Multi-Task Lasso: with Application to eQTL Detection—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
Deep Learning for Limit Order Books—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
Deep Learning for Chest X-ray Analysis: A Survey—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
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression—0
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules—0
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks—0
Estimation of sparse linear regression coefficients under L-subexponential covariates—0
Estimation of Switched Markov Polynomial NARX models—0
Estimation of the Mean Function of Functional Data via Deep Neural Networks—0
Estimation of the yield curve for Costa Rica using combinatorial optimization metaheuristics applied to nonlinear regression—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
A Machine Learning Approach for Design of Frequency Selective Surface based Radar Absorbing Material via Image Prediction—0
Ethical AI-Powered Regression Test Selection—0
Achieving Fairness with a Simple Ridge Penalty—0
ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-assisted Endoscopic Submucosal Dissection—0
Evaluación del efecto del PAMI en la cobertura en salud de los adultos mayores en Argentina—0
Evaluating and Calibrating Uncertainty Prediction in Regression Tasks—0
Evaluating Competence Measures for Dynamic Regressor Selection—0
A Bayesian Robust Regression Method for Corrupted Data Reconstruction—0
Exploring Hidden Semantics in Neural Networks with Symbolic Regression—0
Evaluating Hospital Case Cost Prediction Models Using Azure Machine Learning Studio—0
Evaluating K-Fold Cross Validation for Transformer Based Symbolic Regression Models—0
Evaluating Rank-N-Contrast: Continuous and Robust Representations for Regression—0
Cascaded Boundary Regression for Temporal Action Detection—0
Evaluating the Effect of Credit Collection Policy on Portfolio Quality of Micro-Finance Bank—0
Evaluating the performance of personal, social, health-related, biomarker and genetic data for predicting an individuals future health using machine learning: A longitudinal analysis—0
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis—0
Cascaded Continuous Regression for Real-time Incremental Face Tracking—0
Exploring the Unfairness of DP-SGD Across Settings—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