Hierarchical clustering is one of the most suitable tools to discover underlying true structure a dataset in case unsupervised learning where ground truth unknown and classical machine classifiers are not suitable. In many real applications, it provides perspective on inner data preferred partitional methods. However, determining resulting number clusters hierarchical requires human expertise d...