8 min readUnsupervised Learning
Unsupervised Learning: Structure Without Labels
What changes when there is no response to predict: principal components as the direction of maximum variance, K-means and the local optima it settles into, hierarchical clustering and the linkage that decides the answer - and why none of the required choices can be validated the way a classifier can.
Machine LearningStatistics