Computer-readable recording medium storing pipeline set generation program, pipeline set generation method, and information processing apparatus

A pipeline set generation method for causing a computer to execute a process comprising:

• acquiring a first pipeline set of which each of pipelines includes a machine learning model, based on a plurality of tasks;
• generating a second pipeline set by adding specified components that correspond to each class of variables included in data of the plurality of tasks to each of the pipelines included in the first pipeline set;
• and
• acquiring evaluation values for each of the pipelines included in the second pipeline set, by executing the second pipeline set on the plurality of tasks;
• and
• generating a third pipeline set by selecting a plurality of the pipelines from the second pipeline set, based on the evaluation values.

An information processing apparatus comprising:

• a memory;
• and
• a processor coupled to the memory and configured to:
• acquire a first pipeline set of which each of pipelines includes a machine learning model, based on a plurality of tasks;
• generate a second pipeline set by adding specified components that correspond to each class of variables included in data of the plurality of tasks to each of the pipelines included in the first pipeline set;
• and
• acquire evaluation values for each of the pipelines included in the second pipeline set, by executing the second pipeline set on the plurality of tasks;
• and
• generate a third pipeline set by selecting a plurality of the pipelines from the second pipeline set, based on the evaluation values.