mltool Machine learning tool for regression
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learning machine machine learning regression

mltool Description

mltool is a simple Learning to Rank tool to build a regression tree based ranking model. Currently mltool supports simple CART and Random Forest. The implementation is strongly inspired by rt-rank, but it lacks the support of Gradient Boosting Regression Trees.FeaturesDespite rt-rank, mltool provides:- A parameter to set the seed for the random number generator to make the training deterministic- Serializable model- Show feature information gain statistics at the end of the training- Can be used as an APISome highlights compared to other Random Forest implemented for Python:- The implementation of the Random Forest makes use of numpy and it is quite optimized- Parallel Random Forest trainingInstallationInstall from PyPI using pip: pip install mltoolNow you can run mltool:mltool -hDocumentationThe documentation is hosted by Read the Docs at the following URL: http://readthedocs.org/docs/mltool/en/latest/Product's homepage

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