Select the correct algorithm of unsupervised algorithm

Sup Supervised learning tasks

Classification Regression

k-Nearest Neighbors Linear

Naive Bayes Locally weighted linear

Support vector machines Ridge

Decision trees Lasso

Unsupervised learning tasks Clustering Density estimation k-Means Expectation maximization DBSCAN Parzen window