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Gradient boosting
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#	Item
31	Notes 9 Statistical Machine Learning Boosting Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:36 Gradient boosting Circumflex Mathematical optimization Derivative Analysis Mathematical analysis Mathematics Ensemble learning
32	6.867 Machine learning, lecture 13 (Jaakkola) 1 Lecture topics: • Boosting, margin, and gradient descent Add to Reading List Source URL: ocw.mit.edu Language: English - Date: 2015-03-15 16:36:56 AdaBoost Boosting Perceptron Computer programming Ensemble learning Learning Statistics
33	Boosting Flexible Learning Ensembles with Dynamic Feature Selection Alexander Borisov, Victor Eruhimov, Eugene Tuv ∗ Add to Reading List Source URL: clopinet.com Language: English - Date: 2003-12-10 08:57:10 Artificial intelligence Learning Random forest Boosting Regression analysis Gradient boosting Ensemble learning Statistics Decision trees
34	Technical Discussion: Foundations of TreeNet(tm) For further infomation consult: http://www.salford-systems.com/treenet.html Greedy Function Approximation: A Gradient Boosting Machine Add to Reading List Source URL: docs.salford-systems.com Language: English - Date: 2012-06-18 00:47:46 Gradient boosting Mathematical optimization Multiplier Differential geometry Fourier transform Generalized extreme value distribution Mathematical analysis Fourier analysis Ensemble learning
35	SPM Users Guide Introducing TreeNet This guide describes the TreeNet Product and illustrates some practical examples of its basic usage and approach Introducing TreeNet Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2013-08-07 00:04:37 Linear regression Overfitting Gradient boosting Feature selection Nonparametric regression Predictive analytics Statistics Regression analysis Data mining
36	Training Course Title Date □ Add to Reading List Source URL: cdn2.hubspot.net Language: English - Date: 2015-01-20 14:30:05 Linear regression Regression Boosting Gradient boosting Elastic net regularization Nonlinear regression Logistic regression Decision tree learning Statistics Regression analysis Multivariate adaptive regression splines
37	Evolution of Regression IV: From OLS to GPS™, MARS®, CART®, TreeNet® and RandomForests® March 2013 Dan Steinberg Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2013-04-13 01:04:51 Econometrics Ensemble learning Machine learning Linear regression Random forest Nonlinear regression Decision tree learning Gradient boosting Statistics Regression analysis Decision trees
38	Technical DIscussion of TreeNet(tm) For further information consult: http://www.salford-systems.com/treenet.html Stochastic Gradient Boosting Jerome H. Friedman Add to Reading List Source URL: docs.salford-systems.com Language: English - Date: 2012-06-18 00:37:08 Gradient boosting Statistical inference Errors and residuals in statistics Normal distribution Regression analysis Variance AdaBoost Estimation theory Random forest Statistics Ensemble learning Decision trees
39	TreeNet Tree Ensembles and CART Decision Trees: A Winning Combination October 2012 Mikhail Golovnya Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2012-10-23 00:17:53 Salford Greater Manchester Statistics Regression analysis Artificial intelligence Learning Decision trees Ensemble learning Gradient boosting
40	Structured Learning via Logistic Regression Justin Domke NICTA and The Australian National University [removed] Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-11-21 18:46:30 Statistical theory Estimation theory Decision theory Loss function Linear regression Gradient boosting Statistics Econometrics Regression analysis

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