Machine Learning
622 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
3 hours
Model Validation and Selection
Course details
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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