Cluster Performance Unveiled | CodeSignal Learn

Artificial Intelligence

791 learners

Cluster Performance Unveiled

Explore an in-depth analysis of clustering model validation, delving into techniques that evaluate, refine, and optimize the performance of clustering algorithms. We'll discuss the Silhouette Score, Davis-Bouldin Index, and Cross-Tabulation Analysis, learning how to implement these practices to identify optimal clustering structures.

MatPlotLib

Pandas

Python

Scikit-learn

6 lessons

22 practices

Less than 4 hours

Course details

Mastering Cluster Validation with Silhouette Scores and Visualization in Python

Visualizing Clusters and Calculating Silhouette Score

Crafting the Distance Function

Calculating the Average Silhouette Score

Silhouette Score: Write the Code from Scratch

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