README.md

ML_unsupervised

Grouping Facebook User Behavior using Clustering.

With the aid of machine learning, the goal is to identify certain groups of Facebook users based on their behavior through clustering. We aim to identify these groups with the assistance of machine learning.

Algorithms Used and Compared:

• K-means Algorithm
• Hierarchical Clustering Algorithm

Clustering Performance Evaluation:

• PCA (Principal Component Analysis)
• Silhouette Score
• Calinski-Harabasz Index
• Davies-Bouldin Index