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regression

Papers

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Showing 4551–4575 of 9424 papers

TitleStatusHype
Distributionally Robust Learning in Survival Analysis—0
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression—0
Distributionally Robust Learning—0
Distributionally Robust Active Learning for Gaussian Process Regression—0
Bayesian Optimization with Informative Covariance—0
Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls—0
Distributional loss for convolutional neural network regression and application to GNSS multi-path estimation—0
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression—0
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
An Analysis of Loss Functions for Binary Classification and Regression—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
A deep learning-based method for relative location prediction in CT scan images—0
A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN—0
A better method to enforce monotonic constraints in regression and classification trees—0
Distributed Sparse Regression via Penalization—0
Recovery Guarantees for Distributed-OMP—0
Bayesian Nonlinear Regression using Sums of Simple Functions—0
Distributed Sparse Linear Regression under Communication Constraints—0
Distributed Sketching Methods for Privacy Preserving Regression—0
Bayesian Neural Network via Stochastic Gradient Descent—0
An analysis of least squares regression and neural networks approximation for the pricing of swing options—0
Bayesian Neural Networks: An Introduction and Survey—0
Distributed Parameter Map-Reduce—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