Decision trees examples

These examples demonstrate various applications of decision tree using the Apache Spark MLlib Pipeline API.

Decision trees

These notebooks show you how to perform classifications with decision trees.

Decision trees for digit recognition notebook

Decision trees for SFO survey notebook

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GBT regression using MLlib pipelines

This notebook will show you how to use MLlib pipelines in order to perform a regression using Gradient Boosted Trees to predict bike rental counts (per hour) from information such as day of the week, weather, season, etc.

Bike sharing regression notebook