IIIT-G Assignment 7 Solved

Assignment -7

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

1. (a)  Perform K-Means Clustering selecting the best value of k and taking Euclidean dis- tance as similarity measure. Check your algorithm with the following three condi- tions

   i. Maximum number of iterations
   ii. Cluster centroid remains unchanged

   iii. Highest quality of cluster is reached.

2. (b)  Repeat the Q.2 taking Manhattan distance as similarity measure and note the differ- ence between the clusters as compared to that found in Q. 2.

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