391: A Monte Carlo Comparison of Six Clustering Procedures 论文
1975Biometrics引用 263
Bayesian Methods and Mixture ModelsAdvanced Clustering Algorithms Research
详细信息
- 发表期刊/会议
- Biometrics
- 发表日期
- 1975-09-01
- 发表年份
- 1975
关键词
Bayesian Methods and Mixture ModelsAdvanced Clustering Algorithms Research
摘要
The performance of six hierarchical clustering methods (given by one algorithm, Wishart [1969j) are compared on bivariate and multivariate normal Monte Carlo samples. The methods are stopped with the correct number of clusters and compared with respect to correct classification (placing pairs of points in the same or different clusters correctly or incorrectly) and with each other (both methods agree or disagree in placing a pair of points in the same or differing clusters).