Week-3

MLT

Karthik Thiagarajan

Question-1

Run the K-means algorithm on the following dataset: \[ \mathbf{X} = \begin{bmatrix} 0 & 1 & 0 & 1 & 3 & 3 & 5 & 5\\ 0 & 0 & 1 & 1 & 1 & 2 & 1 & 2 \end{bmatrix} \]

Step-1

\[ \mathbf{X} = \begin{bmatrix} 0 & 1 & 0 & 1 & 3 & 3 & 5 & 5\\ 0 & 0 & 1 & 1 & 1 & 2 & 1 & 2 \end{bmatrix} \]

\[ \mathbf{z} = \begin{bmatrix} 1 & 0 & 1 & 0 & 1 & 0 & 1 & 0 \end{bmatrix} \]

$$

$$