d332: Decision Trees Machine Learning, Random Forests and Predictive Modeling [PDF, Slides]

Decision Trees Machine Learning algorithm builds classification or regression models in the form of a tree structure. Creates a model that predicts the value of a target variable by learning simple decision rules from data attributes (variables or features).

Decision Trees Machine Learning


Machine learning – Decision trees (Youtube video):

Decision Trees in SkLearn Python Machine Learning Library: http://scikit-learn.org/stable/modules/tree.html

Plotting Decision Trees graph in SkLearn:

Plot Decision Trees graph in python Plotting Decision Trees graph in SkLearn