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Elastic net regularization
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41	From Trees to Forests and Rule Sets A Unified Overview of Ensemble Methods Giovanni Seni [removed] PDF Solutions, Inc., Santa Clara University Add to Reading List Source URL: datamininglab.com Language: English Regression analysis Ensemble learning Econometrics Decision tree learning Regularization Random forest ADAPA Gradient boosting Elastic net regularization Statistics Machine learning Decision trees
42	L1 and L2 Penalized Regression Models Jelle Goeman Rosa Meijer Nimisha Chaturvedi Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 16:00:21 Statistical models Categorical data Actuarial science Linear regression Proportional hazards models Poisson regression Elastic net regularization Generalized linear model Logistic regression Statistics Regression analysis Econometrics
43	Learning Compressible Models Yi Zhang∗ Jeff Schneider† Abstract Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-05-20 16:34:36 Compressed sensing Linear regression Elastic net regularization Least squares Supervised learning Logistic regression Machine learning Lasso JPEG Statistics Regression analysis Regularization
44	Efficient Sparse Modeling with Automatic Feature Grouping Leon Wenliang Zhong [removed] James T. Kwok [removed] Add to Reading List Source URL: www.icml-2011.org Language: English - Date: 2011-06-01 14:49:37 Regression analysis Mathematical optimization Elastic net regularization Quadratic programming Feature selection Machine learning Factorial Lasso Stability Mathematics Learning Statistics
45	Package ‘glmnet’ July 2, 2014 Type Package Title Lasso and elastic-net regularized generalized linear models Version[removed]Date[removed] Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-07-02 12:00:09 Categorical data Actuarial science Machine learning Poisson regression Multinomial logit Generalized linear model Regularization Linear regression Elastic net regularization Statistics Regression analysis Econometrics
46	Structured Variable Selection Using the Exclusive Lasso Frederick Campbell May 1, 2014 Many data sets consist of variables with an inherent group structure. The problem of group selection has been well studied, but in th Add to Reading List Source URL: srcos2014.blogs.rice.edu Language: English - Date: 2014-07-29 11:42:56 Econometrics Model selection Lasso Regression analysis Feature selection Nuclear magnetic resonance spectroscopy Nuclear magnetic resonance Elastic net regularization Least-angle regression Statistics Science Information
47	PDF Document Add to Reading List Source URL: media.wiley.com Language: English - Date: 2013-09-01 13:13:14 Econometrics Parametric statistics Linear algebra Linear regression Elastic net regularization Least squares Tikhonov regularization Linear model Simple linear regression Statistics Regression analysis Estimation theory
48	Bilinear Text Regression and Applications Vasileios Lampos Department of Computer Science University College London Add to Reading List Source URL: www.lampos.net Language: English - Date: 2014-06-03 04:01:01 Parametric statistics Econometrics Least squares Linear regression Ordinary least squares Elastic net regularization Statistics Regression analysis Estimation theory
49	Mathematical Challenge March 2014 Interior Point Algorithms for a Robust Regression OLSLasso Estimator References:  T. Kariya, H. Kurata[removed]Generalized Least Squares  H. Wang, G. Li, G. Jiang[removed]Robust Re Add to Reading List Source URL: www.swissquant.com Language: English - Date: 2014-03-05 09:43:56 Least squares Ordinary least squares Generalized least squares Robust regression Mathematical optimization Loss function Linear programming Elastic net regularization Nonlinear regression Statistics Regression analysis Linear regression
50	“Love ya, jerkface”: using Sparse Log-Linear Models to Build Positive (and Impolite) Relationships with Teens William Yang Wang, Samantha Finkelstein, Amy Ogan, Alan W Black, Justine Cassell School of Computer Scienc Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-10-17 09:06:06 Regression analysis Peer tutor Tutor Regularization Lasso Cognition Education Learning Elastic net regularization

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