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Decision tree learning
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#	Item
111	Chap.9 Tree-based methods [Book, Sect[removed]Classification and regression trees (CART) In the American Medical Association’s Encyclopedia of Medicine, there are many tree-structured flow charts for patient diagnosi Add to Reading List Source URL: www.ocgy.ubc.ca Language: English - Date: 2013-11-17 19:31:32 Knowledge representation Tree Decision tree learning Regression analysis Statistics Machine learning Artificial intelligence
112	Improving Decision Tree Pruning through Automatic Programming Stig-Erland Hansen Roland Olsson Add to Reading List Source URL: www.nik.no Language: English - Date: 2007-10-16 02:55:08 Computational statistics Ensemble learning Pruning Decision tree learning Overfitting Boosting Ross Quinlan AdaBoost Algorithm Machine learning Decision trees Artificial intelligence
113	Top-k Most Influential Location Selection Jin Huang Zeyi Wen Jianzhong Qi Add to Reading List Source URL: www.ruizhang.info Language: English - Date: 2011-09-14 09:26:42 Artificial intelligence Data mining Machine learning Decision trees Theoretical computer science Nearest neighbor search K-nearest neighbor algorithm R-tree Selection algorithm Information science Mathematics Search algorithms
114	EOSC 510 Winter session[removed]term 1) 3 credits Course title: Data Analysis in Atmospheric, Earth & Ocean Sciences This is an online graduate course on applying machine learning and statistical methods to environmen Add to Reading List Source URL: www.ocgy.ubc.ca Language: English - Date: 2014-02-04 15:18:21 Pattern recognition Kernel methods Data mining Principal component analysis Neural network Statistical classification Decision tree learning Regularization Regression analysis Statistics Machine learning Science
115	Random Forests for the Social Sciences Zachary Jones and Fridolin Linder∗ Abstract Machine learning techniques gain in popularity in many disciplines and increased computational power allows for easy implementation of Add to Reading List Source URL: zmjones.com Language: English - Date: 2015-04-12 13:23:45 Decision tree learning Resampling Least squares Ordinary least squares Variance Degrees of freedom Random variable Bootstrapping Errors and residuals in statistics Statistics Regression analysis Random forest
116	Data mining approaches to modelling insurance risk Inna Kolyshkina, Richard Brookes PricewaterhouseCoopers 22 October 2002 Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2013-07-26 03:41:31 Decision tree learning Data analysis Linear regression Logistic regression Data mining Predictive analytics Nonparametric regression Statistics Regression analysis Multivariate adaptive regression splines
117	Model Deployment Dr. Saed Sayad University of Toronto[removed]removed] Add to Reading List Source URL: chem-eng.utoronto.ca Language: English - Date: 2010-01-14 15:45:09 Data management Predictive Model Markup Language Data analysis Relational database management systems Data mining Association rule learning SPSS SQL Decision tree Computing Statistics Markup languages
118	Trial-based Heuristic Tree Search for Finite Horizon MDPs Thomas Keller University of Freiburg Freiburg, Germany [removed] Add to Reading List Source URL: gki.informatik.uni-freiburg.de Language: English - Date: 2013-09-16 03:52:59 Operations research Control theory Mathematical optimization Reinforcement learning Heuristic function Markov decision process Search algorithm Dynamic programming Algorithm Statistics Heuristics Mathematics
119	Three quantum learning algorithms Ashley Montanaro Talk based on joint work with Andris Ambainis and ongoing joint work with Scott Aaronson, David Chen, Daniel Gottesman and Vincent Liew. 11 March 2013 Add to Reading List Source URL: www.damtp.cam.ac.uk Language: English - Date: 2013-03-11 13:38:24 Quantum algorithm Quantum information science Pierian Spring FO Decision tree model Theoretical computer science Applied mathematics Computational complexity theory

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