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Name of QuantLet : TreeModel
Published in : Frühsignale für Änderungen von Konjunkturindikatoren durch Analysen von Big Data
Description : 'Decision Tree and Random Forest: Builds a classification tree to predict,
wheather the customer choose the Citrus Hill (CH) or the Minute Maid (MM) Orange Juice.
A number of characteristics is used in order to grow a tree. The second part builds a random forest with the same dataset.
A visualization of the error terms are shown.'
Keywords : 'tree, decision-tree, regression, classification, simulation, random-forest, plot, graphical representation, visualization'
Author : Daniel Jacob
Example :
- 1: Tree Model
- 2: Error of the random forests regression