There exists a near connection amongst machine learning and compression. A program that predicts the posterior probabilities of the sequence given its complete record may be used for optimal data compression (by using arithmetic coding within the output distribution).Clustering by using Massive Indel Permuted Slopes, CLIPS, turns the alignment imag