Yes, it is a rule learner. It's not machine learning in the strong sense since it's limited to comparisons. The values at the leaves are determined from the frequency and predictive strength of the rule. Clustering is not used. PriceActionLab is a simplified version of the same method. It just stores the comparison rules that precede simulated profitable trades.