regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9401–9424 of 9424 papers

Title	Date	Tasks	Status	Hype
Privacy-preserving logistic regression	Dec 1, 2008	BIG-bench Machine LearningPrivacy Preserving	—Unverified	0
Estimating vector fields using sparse basis field expansions	Dec 1, 2008	EEGElectroencephalogram (EEG)	—Unverified	0
Fitted Q-iteration by Advantage Weighted Regression	Dec 1, 2008	regression	—Unverified	0
Modeling human function learning with Gaussian processes	Dec 1, 2008	Gaussian Processesregression	—Unverified	0
Bayesian Kernel Shaping for Learning Control	Dec 1, 2008	Gaussian Processesregression	—Unverified	0
An Homotopy Algorithm for the Lasso with Online Observations	Dec 1, 2008	compressed sensingDenoising	—Unverified	0
Robust Regression and Lasso	Dec 1, 2008	regression	—Unverified	0
A predictive estimator of finite population mean using nonparametric regression	Nov 20, 2008	regression	—Unverified	0
BART: Bayesian additive regression trees	Jun 19, 2008	Causal InferenceDrug Discovery	CodeCode Available	0
Bolasso: model consistent Lasso estimation through the bootstrap	Apr 8, 2008	modelModel Selection	CodeCode Available	0
Robust Regression with Twinned Gaussian Processes	Dec 1, 2007	Gaussian ProcessesModel Selection	—Unverified	0
A Risk Minimization Principle for a Class of Parzen Estimators	Dec 1, 2007	regression	—Unverified	0
Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes	Dec 1, 2007	Gaussian ProcessesGeneral Classification	—Unverified	0
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression	Dec 1, 2007	Incremental Learningregression	—Unverified	0
Online Linear Regression and Its Application to Model-Based Reinforcement Learning	Dec 1, 2007	Model-based Reinforcement Learningregression	—Unverified	0
Compressed Regression	Dec 1, 2007	regression	—Unverified	0
Stability Bounds for Non-i.i.d. Processes	Dec 1, 2007	Generalization BoundsLearning Theory	—Unverified	0
Sparse Gaussian processes using pseudo-inputs	Jun 1, 2005	Gaussian Processesregression	—Unverified	0
Semi-Supervised Regression with Co-Training	Jun 1, 2005	BIG-bench Machine Learningregression	CodeCode Available	0
Intrusion Detection Systems Using Adaptive Regression Splines	May 5, 2004	Intrusion Detectionregression	—Unverified	0
Multi Expression Programming	Dec 1, 2002	regressionSymbolic Regression	CodeCode Available	1
Modelling Association Football Scores and Inefficiencies in the Football Betting Market	Jan 1, 1997	Game of Footballregression	CodeCode Available	0
Active Learning with Statistical Models	Mar 1, 1996	Active Learningregression	—Unverified	0
Longitudinal data analysis using generalized linear models	Apr 1, 1986	Causal InferenceParameter Prediction	—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