decision trees.

What is a Decision Tree?
01 August 2018 | by Jake Hoare

A decision tree is a diagram that shows how to make a prediction based on a series of questions. The responses determines which branch is followed next.

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Machine learning pruning
Machine Learning: Pruning Decision Trees
04 July 2017 | by Jake Hoare

Machine learning is a problem of trade-offs. Here I look at pruning and early stopping for managing these trade-offs in the context of decision trees.

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