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https://developer.ibm.com/predictiveanalytics/2015/10/12/linear-support-vector-machine-in-modeler-17-1/
Oct 12, 2015 · Today let’s introduce Linear Support Vector Machine (LSVM), another new algorithm included with IBM SPSS Modeler 17.1. This algorithm is also available from the Modeling Palette and it is particularly suited for use with wide datasets, that is, those with a large number of predictor fields.
https://www.ibm.com/support/knowledgecenter/SS3RA7_15.0.0/com.ibm.spss.modeler.help/svm_howwork.htm
How SVM Works. SVM works by mapping data to a high-dimensional feature space so that data points can be categorized, even when the data are not otherwise linearly separable. ... SVM in IBM® SPSS® Modeler supports the following kernel types: • Linear • Polynomial • Radial basis function (RBF) ... support vector machine models,support ...
https://blog.statsbot.co/support-vector-machines-tutorial-c1618e635e93
Aug 15, 2017 · Support Vector Machines give you a way to pick between many possible classifiers in a way that guarantees a higher chance of correctly labeling your test data.Author: Abhishek Ghose
https://bi.snu.ac.kr/Courses/4ai11f/slides/svm_practice_bhkim.pdf
IBM® SPSS® Statistics ... support vector machine References J. Platt: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In B. Schölkopf and C. Burges and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning, 1998.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2612652/
Dec 05, 2008 · • The Support Vector Machine (SVM) algorithm has been proven to be a good classifier and prediction method in diverse scientific research areas. • The accuracy for predicting hospital mortality by SVM is comparable to that of logistic regression prediction.Cited by: 90
https://github.com/kousu/statasvm/
Stata-SVM This is a Stata plugin wrapping libsvm to offer Support Vector Machine based algorithms, both regression and classification, to Stata users. If you use this in a project, please cite it as: Guenther, Nick, and Matthias Schonlau.
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