Altair RISE

A program to recognize and reward our most engaged community members

Nominate Yourself Now!

Can't we use gain ratio on random forest for numerical attributes?

my input to the random forest are all attributes of valuetype "real".I want to use gain ratio criteria here but it gives the followin error:
"Only least_square criterion can be used for numeric labels"
how to solve this??

Find more posts tagged with

AI Studio

Extensions

Decision Tree

Text Mining + NLP

Accepted answers

All comments

hughesfleming68

You can use the the selector to chose least square as the criterion. Your random forest will the work on numeric data. It is the last one in the list and the only one that works.

regards,

Alex

varunm1

HI @ed1305

Gain ratio doesn't work on numerical attributes if base is J48. The base algorithm used is J48(java implementation of C4.5) in Rapidminer if you select gain ratio. So as @hughesfleming68 said you can select only least square for numeric attributes. If you want to use gain ration you can change the type of attribute if possible.

Correct me if I am wrong