TAZI Live for Clustering

TAZI Live shows important metrics related to your Business Model in real time. Hence, every chart, table and metric gets refreshed during the run course of your model.

Counts

You will see a screen like the one above in the TAZI Live page. This is different from other problem types. Here, you can see all the clusters and corresponding colors assigned to them. Also, you can see clusters in a pie chart form. In this example, we have 178 rows and we wanted to have 5 clusters. As you can see above, we have 49 instances belonging to cluster 0, 80 instances belonging to cluster 1, and so on.

Clustering Visualization

The second tab is clustering visualization. Here you can see the underlying relationship between clusters. You need to choose at least two features in order to visualize them. In this example, we used a wine dataset and wanted to see how each wine is distributed based on the feature of alcohol and color_intensity. You can highlight each cluster to see only particular clusters by clicking colored dots on the right part of the screen in the legend.

As you can see we highlighted yellow and dark blue colored clusters. Here we can easily observe that cluster 4 with dark blue has lower alcohol and lower color_intensity feature value than cluster 0 with the color yellow feature. Also, you can view this graph in a three-dimensional manner by selecting the third feature.