Before revision:  Our main motivation is to model the dataset mathematically and to quantify the deterioration of the model's forecast  performance relative to its past performance.
After revision:  The core idea of SL is to train a mathematical model on time series in an unsupervised fashion and to quantify the deterioration of the model's forecast performance relative to its past performance.