Dunn Index

[pratikwatwani]

Added a new section for Dunn Index (Clustering) metric

cc @santiviquez

[santiviquez]

Hi @pratikwatwani sorry for the delay. I was checking the PR but looks like the image Dunn_Index_Visualized.png was not added in the commit.

[santiviquez]

Hi @pratikwatwani just following up on the last message. Do you have the image Dunn_Index_Visualized.png it was not added in the commit.

[pratikwatwani]

Hi @santiviquez, not sure how it was not in the repo. I have attached it here for your ref

[santiviquez]

@pratikwatwani cool thanks! Do you have the code that created the plot? If so, could you create a notebook called clustering_plots.ipynb inside the notebooks/ directory and add the code there?

[pratikwatwani]

@santiviquez updated all files, added a jupyter notebook and visualization file.

[pratikwatwani]

hey @santiviquez what do you think? if this looks good, I can work on the rest, let me know!

[santiviquez]

Hi @pratikwatwani, I finally had a chance to compile your contribution, but it looks like there are several issues with the formula layout. Additionally, the metric description seems too verbose. Ideally, we should present all the theoretical aspects of the metric on the first page. Check out the third image for a good example.

Nice first page layout.

[pratikwatwani]

@santiviquez thanks for the feedback! Let me fix that. Also, are we restricting content to a single page for each metric?

[santiviquez]

Hi @pratikwatwani thanks for taking a look!

With regard to your questions, no, each metric will have two book pages. The first page is all about the theory and description of the metric, and the second is for visuals and the "did you know" section.

[pratikwatwani]

@santiviquez thanks for the feedback. I'll restructure this and fix the verbiage. I'll update you in some time!

[pratikwatwani]

@santiviquez i have updated the page and have attached the screenshot of the output so you can quickly confirm without having to go through compiling process on your end. let me know what you think!