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regression

Papers

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Showing 7326–7350 of 9424 papers

TitleStatusHype
Occlusion Resistant Object Rotation Regression from Point Cloud Segments—0
Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization—0
Adaptive Sampling for Convex Regression—0
Extrapolating Treatment Effects in Multi-Cutoff Regression Discontinuity DesignsCode0
COLA: Decentralized Linear LearningCode0
MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution—0
Optimal flow analysis, prediction and application—0
BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions—0
Gradient and Newton Boosting for Classification and RegressionCode0
Data-driven polynomial chaos expansion for machine learning regression—0
Active Learning for Regression Using Greedy SamplingCode0
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression—0
Optimal stopping via reinforced regression—0
Belief likelihood function for generalised logistic regression—0
Structure Learning for Relational Logistic Regression: An Ensemble Approach—0
Unbiased Implicit Variational InferenceCode0
Early action prediction by soft regression—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
Multi-Scale Supervised Network for Human Pose Estimation—0
Coverage Error Optimal Confidence Intervals for Local Polynomial RegressionCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
Robust Regression for Automatic Fusion Plasma Analysis based on Generative Modeling—0
Machine Learning of Space-Fractional Differential Equations—0
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and rankingCode0
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class ImbalanceCode0
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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