Decision Trees

ID3 = Iterative Dichotomiser 3

C4 = ID3 + cost complexity pruning

C4.5 = ID3 + pruning based on predicted error rate

Dataset's head (total number of examples: 8)

idheighthaireyesattractivness
1shortblondblueyes
2tallblondbrownno
3tallredblueyes
4shortdarkblueno
5talldarkblueno
6tallblondblueyes
7talldarkbrownno
1shortblondbrownno

Configuration

Column Roles
id
height
hair
eyes
attractivness
Expand