LEARNING DATA GENERATION DEVICE, LEARNING DEVICE, CONTROL DEVICE, LEARNING DATA GENERATION METHOD, LEARNING METHOD, CONTROL METHOD, LEARNING DATA GENERATION PROGRAM, LEARNING PROGRAM, AND CONTROL PROGRAM

摘要

In the present invention, an obtaining unit obtains a plurality of items of observed data observed from a control target and representing combinations of explanatory variables and objective variables. A teacher learning unit, on the basis of the plurality of items of observed data obtained by the obtaining unit, generates a learned teacher model by causing learning of a model for outputting an objective variable from an explanatory variable. A learning data generation unit obtains a prescribed objective variable for a prescribed explanatory variable by inputting the prescribed explanatory variable to the teacher model generated by the teacher learning unit, and generates a combination of the prescribed explanatory variable and the prescribed objective variable as learning data for causing learning of a decision tree model.