Unsupervised Learning

Question 1

Unsupervised learning methods to find the relevant structure in the input

Answer 1

1. Projection methods - search for interesting directions in feature space
2. Clustering methods - grouping & categorization (and prototypes)

Question 2

Moments of the data

Answer 2

1. First moment - sample mean or center of mass

2. Second moment - covariance matrix