Metadata-Version: 2.1
Name: id3tree
Version: 0.0.4
Summary: This is used for creating multi-split entropy based ID3Trees.
Home-page: https://github.com/ragabala/Id3trees
Author: Ragavendran balakrishnan
Author-email: ragavendranb92@gmail.com
License: TEST
Description: # Id3trees
        
        This is a python package that provides the ID3 Decision tree for
        classifying and predicting data.
        
        
        After installing the package in order to use it in the code, Please do
        the following.
        
        ```python
        
        from Id3trees import tree
        
        # train_data : A ``pandas`` DataFrame training data on which the ID3 tree
        # classification needs to be done
        # train_data_class : A  ``pandas`` DataFrame consisting of a 1D series of 
        # training class data
        tree = tree.MyDecisionTreeClassifier()
        tree.fit(train_data, train_data_class)
        
        # test_data : A ``pandas`` DataFrame containing the testing data
        # returns : An array of predicted class for the given
        tree.predict(test_data)
        
        # print the tree after fitting the value
        tree.print()
        
        ```
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Operating System :: POSIX :: Linux
Classifier: License :: Freeware
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3.7
Provides-Extra: dev
