mondrianforest

An online random forest implementaion.


Keywords
machine, learning
License
Other
Install
pip install mondrianforest==0.0.1b0

Documentation

Mondrian Forest

An online random forest implementaion written in Python.

Build Status PyPI

Usage

import mondrianforest
from sklearn import datasets, cross_validation

iris = datasets.load_iris()
forest = mondrianforest.MondrianForestClassifier(n_tree=10)
cv = cross_validation.ShuffleSplit(len(iris.data), n_iter=20, test_size=0.10)
scores = cross_validation.cross_val_score(forest, iris.data, iris.target, cv=cv)
print(scores.mean(), scores.std())

License

mondrianforest is licensed under the MIT license.
Copyright (c) 2016 nel215

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