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Decision trees
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#	Item
71	B ARCELONA G RADUATE S CHOOL OF E CONOMICS - D ATA S CIENCE Random Forest Cover Type Prediction Jéssica Leal, Tim Kreienkamp and Philipp Schmidt Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Ensemble learning Decision trees Regression analysis Random forest Cross-validation Overfitting Gradient boosting Boosting Decision tree learning Machine learning Statistics Computational statistics
72	Reasoning about Reliability and Cost using Decision Diagrams and Syntax Trees Tarik Hadzic and Helmut Simonis? Cork Constraint Computation Centre Department of Computer Science, University College Cork, Ireland {h.simoni Add to Reading List Source URL: 4c.ucc.ie Language: English - Date: 2010-09-09 05:54:53 Boolean algebra Graphical models Materials science Reliability engineering Survival analysis Binary decision diagram Connectivity Reliability Directed acyclic graph Statistics Systems engineering Systems science
73	Machine Learning Exercises 6: Practical Assignment Due: December 13 (has been extended by one week) Rogier van het Schip Add to Reading List Source URL: www.timvanerven.nl Language: English - Date: 2012-05-23 05:18:35 Decision trees Bayesian statistics Weka Statistical classification K-nearest neighbor algorithm Naive Bayes classifier ID3 algorithm Algorithm Nearest neighbour algorithm Machine learning Statistics Artificial intelligence
74	CudaTree Training Random Forests on the GPU Alex Rubinsteyn (NYU, Mount Sinai) @ GTC on March 25th, 2014 Add to Reading List Source URL: www.rubinsteyn.com Language: English - Date: 2015-02-02 14:12:28 Random forest Tree Decision tree model Learning Applied mathematics Decision trees Ensemble learning Artificial intelligence
75	Why Topping Hurts Trees Learn why topping is not an acceptable pruning technique and discover recommended alternatives. Topping is perhaps the most harmful tree pruning practice known. Yet, despite more than 25 years of Add to Reading List Source URL: treesaregood.com Language: English - Date: 2014-03-26 12:29:07 Land management Forestry Plant morphology Pruning Decision trees Arborist Tree Branch collar Arboriculture Botany Trees Biology
76	The relationship between environmental variables and the occurrence of two BAP flies Dolichopus laticola and D. nigripes (Diptera: Dolichopodidae) in Norfolk fens Report (part 1) of second year’s work funded by DEFRA Add to Reading List Source URL: hymettus.org.uk Language: English - Date: 2013-10-09 16:34:40 Dolichopodidae Dolichopus Statistical methods Decision trees Linear regression Ecology Decision tree learning Stepwise regression Statistics Regression analysis Econometrics
77	Revisiting Example Dependent Cost-Sensitive Learning with Decision Trees Oisin Mac Aodha Gabriel J. Brostow University College London http://visual.cs.ucl.ac.uk/pubs/costSensitive Add to Reading List Source URL: visual.cs.ucl.ac.uk Language: English - Date: 2013-10-13 13:11:56 Statistical classification Decision trees Data mining Ensemble learning Decision tree learning Random forest Support vector machine Binary classification Feature Statistics Machine learning Artificial intelligence
78	Timbre remapping through a regression-tree technique Dan Stowell and Mark D. Plumbley Centre for Digital Music, Queen Mary University of London, UK ABSTRACT Add to Reading List Source URL: c4dm.eecs.qmul.ac.uk Language: English - Date: 2010-06-08 07:55:56 Econometrics Machine learning Decision trees Regression analysis Speech synthesis Decision tree learning Concatenative synthesis Chemometrics Principal component analysis Statistics Science Timbre
79	Learning Random Forests on the GPU Yisheng Liao Alex Rubinsteyn Russell Power Add to Reading List Source URL: news.cs.nyu.edu Language: English - Date: 2013-12-30 17:42:13 Parallel computing Computer hardware Graphics hardware Decision trees Random forest CUDA Decision tree learning Graphics processing unit Data parallelism Computing Machine learning GPGPU

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