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regression

Papers

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Showing 1251–1275 of 9424 papers

TitleStatusHype
BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions—0
Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery—0
Bias-Aware Inference in Fuzzy Regression Discontinuity Designs—0
Adversarially Robust PAC Learnability of Real-Valued Functions—0
Bias-Aware Inference in Regularized Regression Models—0
A Consistent Estimator for Confounding Strength—0
Adversarially Robust Estimate and Risk Analysis in Linear Regression—0
3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review—0
Bias-Compensated Integral Regression for Human Pose Estimation—0
An Improved Deep Belief Network Model for Road Safety Analyses—0
A consistent deterministic regression tree for non-parametric prediction of time series—0
An Improved Composite Functional Gradient Learning by Wasserstein Regularization for Generative adversarial networks—0
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques—0
Adversarial Networks for Camera Pose Regression and Refinement—0
A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset—0
Bias Correction for Regularized Regression and its Application in Learning with Streaming Data—0
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression—0
An improper estimator with optimal excess risk in misspecified density estimation and logistic regression—0
An implicit function learning approach for parametric modal regression—0
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models—0
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes—0
An Homotopy Algorithm for the Lasso with Online Observations—0
Adversarial Bi-Regressor Network for Domain Adaptive Regression—0
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space—0
Adversarial Attention Modeling for Multi-dimensional Emotion Regression—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