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Least squares support vector machine
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#	Item
31	Coal Seam Thickness Prediction based on Least Squares Support Vector Machines and Kriging Method Chen Youkuo School of Resource and Earth Science, Key Laboratory of CBM Resources and Reservoir Formation Process of Minist Add to Reading List Source URL: www.ejge.com Language: English - Date: 2015-01-03 20:12:27 Regression analysis Multivariate interpolation Statistical classification Variogram Kriging Least squares support vector machine Support vector machine Linear interpolation Linear regression Statistics Geostatistics Interpolation
32	Learning with Recursive Perceptual Representations Oriol Vinyals UC Berkeley Berkeley, CA Add to Reading List Source URL: daggerfs.com Language: English Artificial intelligence Neural networks Support vector machines Linear classifier Perceptron Least squares support vector machine Statistics Machine learning Statistical classification
33	Journal of Machine Learning Research3817 Submitted 4/13; Revised 9/13; PublishedBudgetedSVM: A Toolbox for Scalable SVM Approximations Nemanja Djuric Add to Reading List Source URL: astro.temple.edu Language: English - Date: 2014-01-24 01:52:55 Support vector machines Learning Linear classifier Perceptron Stochastic gradient descent Least squares support vector machine Shogun Statistics Machine learning Statistical classification
34	HYPERPARAMETERS: OPTIMIZE, OR INTEGRATE OUT? David J.C. MacKay Cavendish Laboratory, Cambridge, CB3 0HE. United Kingdom. Add to Reading List Source URL: bayes.wustl.edu Language: English - Date: 2010-12-21 17:21:30 Estimation theory Statistical inference Normal distribution Mixture model Hyperparameter Maximum likelihood Variational Bayesian methods Least squares support vector machine Statistics Bayesian statistics Statistical theory
35	Trading Representability for Scalability: Adaptive Multi-Hyperplane Machine for Nonlinear Classification Zhuang Wang Nemanja Djuric Add to Reading List Source URL: astro.temple.edu Language: English - Date: 2013-03-26 23:23:56 Learning Neural networks Support vector machines Kernel methods Linear classifier Artificial neuron Active learning Least squares support vector machine Kernel adaptive filter Machine learning Statistics Statistical classification
36	kbcs 2002 Proceedings Template Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2005-03-26 18:54:33 Naive Bayes classifier Classification rule Sequence alignment BLAST Margin classifier Random naive Bayes Least squares support vector machine Statistics Statistical classification Support vector machine
37	R EGULARIZED L EAST S QUARES AND S UPPORT V ECTOR M ACHINES Francesca Odone and Lorenzo Rosasco RegML 2014 Add to Reading List Source URL: lcsl.mit.edu Language: English - Date: 2014-06-30 18:00:14 Summability methods Mathematical analysis Mathematics Machine learning Support vector machine Regularization Tikhonov regularization Least squares support vector machine Statistics Statistical classification Quantum field theory
38	CS 195-5: Machine Learning Problem Set 3 Douglas Lanman [removed] 25 October 2006 Add to Reading List Source URL: mesh.brown.edu Language: English - Date: 2006-10-23 00:17:58 Statistical classification Estimation theory Probability theory Variance Support vector machine Least squares Tikhonov regularization Statistics Regression analysis Data analysis
39	Data Centering in Feature Space Marina Meil˘a Department of Statistics University of Washington Seattle, WA[removed] Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2003-01-02 17:37:31 Linear algebra Support vector machine Kernel methods Kernel trick String kernel Linear classifier Kernel Least squares support vector machine Statistics Machine learning Statistical classification
40	Enhancing Comparative Model Analysis using Persistent Homology Bastian Rieck, Student Member, IEEE, and Heike Leitte, Member, IEEE Abstract—Mathematical models are widely used to replicate natural phenomena. They repre Add to Reading List Source URL: predictive-workshop.github.io Language: English - Date: 2014-10-21 11:34:48 Root-mean-square deviation Economic model Mathematical model Linear regression Support vector machine Multivariate adaptive regression splines Least squares Statistics Regression analysis Least squares support vector machine

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