Unsupervised Approaches

Unsupervised learning applies when points have no external labeling of classification. Let's pretend we do not know whether the genes pairs are in the same operon. All we know are the distance between the gene pairs and the expression similarity scores. We will practice an unsupervised method using K-Means algorithm to classify the gene pairs