Hidden Markov Models, Sequence Analysis, Data Science, Stochastic Modelling.
order of weeks or days. You have a series of measurements over time that hint at the state, but are not definitive. Like a person’s temperature measured at different points in time. Usually your business goal is to figure out what the state was at every point in time. You could try training a model