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https://www.igvita.com/2008/01/07/support-vector-machines-svm-in-ruby/
Support Vector Machines (SVM) in Ruby. By Ilya Grigorik on January 07, 2008. Your Family Guy fan-site is riding a wave of viral referrals, the community has grown tenfold in last month alone!
https://www.practicalai.io/implementing-classification-using-a-svm-in-ruby/
Jul 15, 2017 · Implementing SVM in Ruby. To get started implementing the SVM in Ruby we are going to install the rb-libsvm gem. The rb-libsvm gem is a an wrapper for the libsvm C library. LibSVM is a C library implementing fast support vector machines with support for a multitude of kernel implementations. To install the gem we run the following: gem install ...
https://sourceforge.net/projects/rubysvm/
Download Ruby SVM (Support Vector Machines) for free. Ruby SVM is a Ruby binding to the very popular and highly useful libsvm library (released under a seperate license) This allows you to effortlessly experiment with machine learning, in particular Support Vector …Operating System: BSD, Linux
https://www.youtube.com/watch?v=iSug6CgxWxc
Nov 27, 2013 · Cascadia Ruby 2013 Sentiment Analysis using Support Vector Machines in Ruby by Matthew Kirk ... Support Vector Machine - Georgia Tech ...
https://rubygems.org/gems/rumale/versions/0.16.1
Rumale is a machine learning library in Ruby. Rumale provides machine learning algorithms with interfaces similar to Scikit-Learn in Python. Rumale supports Support Vector Machine, Logistic Regression, Ridge, Lasso, Factorization Machine, Multi-layer Perceptron, Naive Bayes, Decision Tree, Gradient Tree Boosting, Random Forest, K-Means, Gaussian Mixture Model, DBSCAN, Spectral …
https://en.wikipedia.org/wiki/Support_vector_machine
Support-vector machine weights have also been used to interpret SVM models in the past. Posthoc interpretation of support-vector machine models in order to identify features used by the model to make predictions is a relatively new area of research with special significance in the biological sciences. History
https://github.com/daugaard/example-svm
Jul 14, 2017 · Example of creating and using a Support Vector Machine (SVM) for Machine Learning in Ruby. This example will show how to implement a Support Vector Machine (SVM) with RBF (Gaussian) kernel in Ruby using rb-libsvm for classification. For more information about this network see the blog post Implementing Classification using a SVM in Ruby.
https://www.csie.ntu.edu.tw/~cjlin/libsvm/
A practical guide to support vector classification An introductory video for windows users. Other implementation documents: R.-E. Fan, P.-H. Chen, and C.-J. Lin. Working set selection using the second order information for training SVM. Journal of Machine Learning Research 6, 1889-1918, 2005. You can also find a pseudo code there.
https://sourceforge.net/projects/rubysvm/files/
Ruby SVM is a Ruby binding to the very popular and highly useful libsvm library (released under a seperate license) This allows you to effortlessly… Ruby SVM (Support Vector Machines) - Browse Files at SourceForge.net
https://svmtutorial.online/download.php?file=SVM_tutorial.pdf
Support Vector Machines: A Simple Tutorial Alexey Nefedov [email protected] ... In this section we review several basic concepts that are used to de ne support vector machines (SVMs) and which are essential for their understanding. We assume that the ... Support vector machine chooses the one with the maximum margin. For a hyperplane ...
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