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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1361–1370 of 9424 papers

Title	Date	Tasks	Status	Hype
Adjoint Differentiation for generic matrix functions	Sep 10, 2021	Formregression	—Unverified	0
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power	Mar 29, 2018	Decision MakingForm	—Unverified	0
An elementary analysis of ridge regression with random design	Mar 16, 2022	regression	—Unverified	0
A divide and conquer method for symbolic regression	May 23, 2017	regressionSymbolic Regression	—Unverified	0
Uncertainty-Aware DNN for Multi-Modal Camera Localization	Nov 2, 2022	Autonomous DrivingCamera Localization	—Unverified	0
An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation	Feb 27, 2017	regression	—Unverified	0
An Efficient Pruning Algorithm for Robust Isotonic Regression	Dec 1, 2018	regression	—Unverified	0
A distribution-free mixed-integer optimization approach to hierarchical modelling of clustered and longitudinal data	Feb 6, 2023	regression	—Unverified	0
A Distributionally Robust Approach to Fair Classification	Jul 18, 2020	ClassificationFairness	—Unverified	0
Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network	Nov 5, 2018	regressionTime Series Analysis	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified