Java Machine Learning Platform(JMLP)

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3545
License
BSD
Programming Language
Operating System
References
Xiao-Bo Jin, Cheng-Lin Liu, Xinwen Hou, Regularized margin-based conditional log-likelihood loss for prototype learning, Pattern Recognition,2010.
Linux-desktop
Windows-desktop
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Jmlp is a java platform for both of the machine learning experiments and application. I have tested it on the window platform. But it should be applicable in the linux platform due to the cross-platform of Java language. It contains the classical classification algorithm (Discrete AdaBoost.MH, Real AdaBoost.MH, SVM, KNN, MCE,MLP,NB) and feature reduction(KPCA,PCA,Whiten) etc.

You can use it for the machine learning experiment and search the optimal parameters.It also can excute the text categorization application (Chinese and English).Final, it contain a GUI for the test procedure. Also: https://github.com/xbjin/jmlp
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