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A set of methods for finding an appropriate number of topics in a text collection
Internal Validity Indexes for Fuzzy and Possibilistic Clustering
Implement the Kasahara-Shimotsu Test to decide number of components in Gaussian Mixture Model.
LOG-Means算法是一种新型、简化的、高效、对大数据集和大搜索空间具有强鲁棒性的簇数目估计方法。它采用了二分搜索策略和递归细化策略,分别在大范围和小范围内进行簇数目估计,从而高效估计数据中的簇的个数。
An R package for determining groups of curves
I used Agglomerative Hierarchical Clustering and K-Means Clustering. The goal of this project is to find the best way to characterize the variety of consumers that a wholesale distributor deals with
Visual Assessment of Clustering Tendency for Finding the Number of Clusters in Datasets
This repository contains codes for running k-means clustering and Gaussian Mixture Model based Expectation Maximization classification algorithms on large dataset in python