Silhouette Score | Dunn Index Vs Silhouette Score | Explained with Example скачать в хорошем качестве

Silhouette Score | Dunn Index Vs Silhouette Score | Explained with Example

🎥 Next Video: Hierarchial Clustering:-    • Hierarchical Clustering | Agglomerative Ne...   👉 In this video, we dive deep into the Silhouette Score, We will break down the Silhouette Score formula using cohesion and separation, interpret silhouette plots for k=5, and build strong geometric intuition.We will also compare Silhouette Score with the Dunn Index to understand when and why each metric is used. 🎯 Learning Objectives ✅ Understand why evaluating clustering quality is difficult ✅ Learn what Silhouette Score really measures ✅ Break down the Silhouette Score formula intuitively ✅ Interpret Silhouette plots for k = 5 ✅ Compare Silhouette Score vs Dunn Index 👉 Maths for ML Playlist:    • Maths for AI & ML   🕔 Time Stamp 🕘 00:00:00 - 00:00:30 Introduction 00:00:31 - 00:01:00 How to Evaluate Quality of Clustering 00:01:01 - 00:02:35 Silhouette Score 00:02:36 - 00:08:45 Silhouette Score Formula 00:08:46 - 00:09:33 Cohesion 00:09:34 - 00:11:27 Separation 00:11:28 - 00:12:55 Silhouette plot for k=5 00:12:56 - 00:14:40 Geometric Interpretation 00:14:41 - 00:19:37 Silhouette Score Vs Dunn Index 00:19:38 - 00:20:03 What's Next? 🤔 #silhouette #silhouettescore #cohesion #separation