Hartigan index using Python

Published: 19 August 2024
on channel: MEDIOCRE_GUY

𝐇𝐚𝐫𝐭𝐢𝐠𝐚𝐧 𝐢𝐧𝐝𝐞𝐱 (𝐇𝐈) is computed by taking the logarithm of the ratio among the sum-of-squares between each cluster (𝐒𝐒𝐁) and the sum-of-squares within the clusters (𝐒𝐒𝐖). It is a cluster evaluation technique.

𝗚𝗶𝘁𝗛𝘂𝗯 𝗮𝗱𝗱𝗿𝗲𝘀𝘀: https://github.com/randomaccess2023/M...

𝙄𝙢𝙥𝙤𝙧𝙩𝙖𝙣𝙩 𝙩𝙞𝙢𝙚𝙨𝙩𝙖𝙢𝙥𝙨:
00:57 - Import required libraries
04:03 - Create data
05:07 - Perform preprocessing
05:19 - Perform 𝗞-𝗠𝗲𝗮𝗻𝘀 𝗰𝗹𝘂𝘀𝘁𝗲𝗿𝗶𝗻𝗴
07:13 - Create a dataframe
09:09 - Calculate Hartigan index using 𝗖𝗹𝘂𝘀𝘁𝗲𝗿𝘀𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀 module
14:20 - Calculate Hartigan index using 𝗿𝗶𝘃𝗲𝗿 module

#hartiganindex #datascience #python #jupyternotebook

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