Cluster Validation (Similarity)

1. Read Data:

   Read the input data points from the "sample_input" file.

2. Define Jaccard Similarity Function:

   Define a function to calculate the Jaccard similarity between two sets of labels.

3. Define Normalized Mutual Information (NMI) Function:

   Define a function to calculate the Normalized Mutual Information between two sets of labels.

4. Parse Data:

   Parse the input data and extract cluster labels and predicted labels.

5. Calculate Similarity:

   Calculate both Jaccard similarity and NMI similarity between the cluster labels and predicted labels.

Code