DECISION TREE MACHINE LEARNING

摘要

Embodiments may include machine learning, including decision tree machine learning. Predictive variables may be selected for the machine learning through an iterative process. Predictive power of the predictive variables and collinearity between the predictive variables may be considered when selecting a set of the predictive variables for the machine learning.

主权项

1. A machine learning decision tree system comprising:
a data storage storing data to be classified; and at least one processor to:
receive a model building data set including data from at least one data source;generate a decision tree classifier from the model building data set;test the decision tree classifier on a validation data set; andclassify, by the tested decision tree classifier, the data in the data storage.