You will find a near relationship involving machine learning and compression. A system that predicts the posterior probabilities of the sequence provided its complete record can be employed for optimal data compression (by utilizing arithmetic coding over the output distribution). Clustering by way of Big Indel Permuted Slopes, CLIPS, turns https://twitter.com/VenturaIT_