Information processing device, non-transitory computer-readable storage medium, and information processing method

A non-transitory computer-readable storage medium storing a program causing a computer to execute processing comprising:

• calculating a context variable by weighting and adding a plurality of time-series variables by using an attention-mechanism learning model, the attention-mechanism learning model being a learning model of an attention mechanism;
• estimating one decision included in a plurality of decisions based on confidence levels of the plurality of decisions calculated from the context variable and a latest variable included in the plurality of variables;
• storing result information correlating the context variable and the one decision;
• and
• evaluating a training state of at least the attention-mechanism learning model from the result information.

An information processing method comprising:

• calculating a context variable by weighting and adding a plurality of time-series variables by using an attention-mechanism learning model, the attention-mechanism learning model being a learning model of an attention mechanism;
• estimating one decision included in a plurality of decisions based on confidence levels of the plurality of decisions calculated from the context variable and a latest variable included in the plurality of variables;
• storing result information correlating the context variable and the one decision;
• and
• evaluating a training state of at least the attention-mechanism learning model from the result information.