Metadata-Version: 2.1
Name: pywekaclassifiers
Version: 0.0.3
Summary: A Python wrapper for the Weka data mining library.
Home-page: https://github.com/Nicusor97/PyWekaClassifiers.git
Author: Picatureanu Nicusor
Author-email: nicolaepicatureanu@gmail.com
License: MIT License
Description: Weka - Python wrapper for Weka classifiers
        ==========================================
        
        Overview
        --------
        
        Provides a convenient wrapper for calling Weka classifiers from Python.
        
        Installation
        ------------
        
        First install the Weka and LibSVM Java libraries. On Debian/Ubuntu this is simply:
        
            sudo apt-get install weka libsvm-java
        
        Then install the Python package with pip:
        
            sudo pip install pywekaclassifiers
        
        Usage
        -----
        
        Train and test a Weka classifier by instantiating the Classifier class,
        passing in the name of the classifier you want to use:
        
            from pywekaclassifiers.classifiers import Classifier
            c = Classifier(name='weka.classifiers.lazy.IBk', ckargs={'-K':1})
            c.train('training.arff')
            predictions = c.predict('query.arff')
        
        Alternatively, you can instantiate the classifier by calling its name directly:
        
            from pywekaclassifiers.classifiers import IBk
            c = IBk(K=1)
            c.train('training.arff')
            predictions = c.predict('query.arff')
        
        The instance contains Weka's serialized model, so the classifier can be easily
        pickled and unpickled like any normal Python instance:
        
            c.save('myclassifier.pkl')
            c = Classifier.load('myclassifier.pkl')
            predictions = c.predict('query.arff')
        
        Development
        -----------
        
        Tests require the Python development headers to be installed, which you can install on Ubuntu with:
        
            sudo apt-get install python-dev python3-dev python3.4-dev
        
        To run unittests across multiple Python versions, install:
        
            sudo apt-get install python3.4-minimal python3.4-dev python3.5-minimal python3.5-dev
        
        To run all [tests](http://tox.readthedocs.org/en/latest/):
        
            export TESTNAME=; tox
        
        To run tests for a specific environment (e.g. Python 2.7):
            
            export TESTNAME=; tox -e py27
        
        To run a specific test:
            
            export TESTNAME=.test_IBk; tox -e py27
        
Platform: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Development Status :: 5 - Production/Stable
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Text Processing :: General
Description-Content-Type: text/markdown
