EAA Web Session: Practical Application of Clustering in Insurance
The following topics will be covered: • Introduction into standard clustering techniques with a focus on k-means clustering • Feature selection • Cluster validation • Visualization techniques for clustering results such as transformation or perturbation based approaches • Brief introduction into the imputation of missing values in pre-processing or during clustering • Clustering of mixed […]