Clustering

2023-05-05
#Python #ML #Unsupervised Learning
Machine Learning

  • K-mean clustering

  • Hierarchical clustering

  • DBSCAN

  • Evaluation Metrics

  • How to decide the number of clusters

    • Elbow method,
    • Silhouette score
    • Hierarchical graph, (hierarchical clustering)
    • AIC & BIC from GMM
    • Gap statistics