Just like a model of the solar system of epicycles-within-epicycles that accurately predicts the location of Jupiter a few times must be the explanation for all

Just like a model of the solar system of epicycles-within-epicycles that accurately predicts the location of Jupiter a few times must be the explanation for all further observations of Jupiter, right?