Training Systems Using Python Statistical Modeling

Clustering the Headlines dataset

Let's now look at clustering the Headlines dataset:

1. We will import the required functions:

2. We also want to construct silhouette plots, so we need to compute the Jaccard similarity. For that, we will use the following lines of code:

This results in the following output:

3. Now, let's go ahead and perform this clustering, using the following function:

4. We will then print out the clusters, using the following ...