To provide a means for analyzing many metabolome data at the same time to perform data mining.

A a mechanical learning method adopts data on an MS peak acquired by MS analysis of metabolite (mass analysis of protein). For details, a method is provided for mining the metabolome data by using a random forest adopting a majority vote from a plurality of solutions of decision trees, and a device for executing the mining.