dom Forest classifier fitted above.
Each blue point represents the performance of a set of rules: Starting from
the left on the precision-recall cruve, the kth point
represents the score associated to the concatenation (union) of the k first
rules, etc. Thus, each blue point is associated with an interpretable
classifier, which is a combination of a few rules.
In terms of performance, each of these interpretable classifiers compare well
with Random Forest, while offering complete interpretation.
The range o