Course Content
Cluster Analysis
1. What is Clustering?
3. How to choose the best model?
Cluster Analysis
Challenge: Agglomerative Clustering
Task
Your task is to use different linkage types and to look at the performance of agglomerative clustering on moons and circles datasets. You have to:
- Import
AgglomerativeClustering
class from sklearn.cluster module - Add a parameter with the name
linkage
as an input of the function - Add
.fit()
method of theagglomerative
object to train the model - Use
'single'
,'complete'
, and'average'
as parameters of the function(parameters in the code have to be used in the same order)
Everything was clear?
Section 2. Chapter 4