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Understanding Inertia and Silhouette Coefficient - Key Metrics in Clustering Analysis

Understanding Inertia and Silhouette Coefficient - Key Metrics in Clustering Analysis

FromContinuous improvement


Understanding Inertia and Silhouette Coefficient - Key Metrics in Clustering Analysis

FromContinuous improvement

ratings:
Length:
3 minutes
Released:
May 17, 2024
Format:
Podcast episode

Description


Clustering is a fundamental technique in data science and machine learning, used for grouping similar data points together. Among the various metrics to evaluate the quality of clustering, Inertia and Silhouette Coefficient stand out for their insightful feedback on cluster quality. Let's dive into what these metrics are and how they help in analyzing clusters.

Blog post: https://www.victorleungtw.com/2023/12/16/inertia/
Released:
May 17, 2024
Format:
Podcast episode

Titles in the series (100)

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