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.
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()
