[SOLVED] IIIT-G - Machine Learning Lab - M.Tech - Assignment 7

Description

1. Consider any dataset that has more than two class labels. You can create your own or download any publicly available dataset.

• Perform K-Means Clustering selecting the best value of k and taking Euclidean distance as similarity measure. Check your algorithm with the following three conditions
  1. Maximum number of iterations
  2. Cluster centroid remains unchanged

• Highest quality of cluster is reached.

• Repeat the Q.2 taking Manhattan distance as similarity measure and note the difference between the clusters as compared to that found in Q. 2.

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