There is a near connection amongst machine learning and compression. A process that predicts the posterior probabilities of the sequence supplied its entire history can be used for optimal data compression (by making use of arithmetic coding on the output distribution).Clustering by means of Massive Indel Permuted Slopes, CLIPS, turns the alignment