Running Train Random Trees Classifier which classifies by probability and not discrete classes using ArcMap

I have a a series of points which values’ are a binary of a feature being present or not-present and a multiband raster of various landscape varables.

Is there a way to use random trees classification (in ArcMap) which will create a ecd of probability rather than just a simple present/not-present binary—values from 0 to 100% of how likely the feature is present?