1. A system analysis device comprising: a correlation model generation unit that generates, based on time series of a plurality of metrics in a system in a learning period, a correlation model that includes a correlation between metrics; and a learning reliability calculation unit that calculates learning reliability of the correlation, based on a behavior of a time series of each of metrics relevant to the correlation included in the correlation model, in the learning period.