Decision tree continuous attributes
<p>I am making datamining model by using decision tree. And if I have binary attribute like MALE and FEMALE I know I will have two branches from the Gender node when splitting. But what if I have continuous attribute which is float number from 0 to 1. Do I map it to discrete values like LOW (0 - 0.5) and HIGH (0.5 - 1)? Or is there some other way of doing it?</p>