PyML PyML is an interactive object oriented framework for machine learning in Python
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python framework framework python machine machine learning learning framework

PyML Description

PyML is an interactive object oriented framework for machine learning in Python PyML is an interactive object oriented framework for machine learning in Python.PyML has been tested on Mac OS X and Linux. Some components are in C++ so it's not automatically portable. Here are some key features of "PyML": · Classifiers: Support Vector Machines (SVM), nearest neighbor classifiers, ridge regression · Multi-class methods (one-against-one and one-against-rest) · Feature selection (filter methods, RFE, multiplicative update) · Model selection · Syntax for combining classifiers · Classifier testing (cross-validation, error rates, ROC curves, statistical test for comparing classifiers) What's New in This Release: · Fixed bug in Aggregate container (in the case of a weighted combination of datasets) Bug report by Eithon Cadag - Stephen Picolo found issue when using feature selection with the VectorDataSet container. Use SparseDataSet instead.

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