CA3 – Cluster Analysis and Nearest Neighbour

Find or create a dataset* suitable to K-Means Cluster analysis and K-Nearest Neighbour predictions of roughly 200 observations.

* The dataset should be unique with respect to your class.

Examine the dataset and separate the dataset into a training set of a suitable size and a test set to see the effectiveness of your model.

Follow the tutorials for K-Means Clustering and K-Nearest Neighbour.

Submit you completed work and summary as a classical paper

ADA Lecture 12 – Machine Learning

Apriori is another useful algorithm to understand and be able to use. It is a Data Mining algorithm used in Association Analysis. Often referred to as Basket Analysis, or Shopping Basket Analysis.

An A Priori Algorithm R Example: