Microcomputer Programs for the Rand Index of Cluster Similarity

This paper describes a set of four BASIC computer programs for computing the Rand (1971) index of cluster similarity. The routines calculate the unadjusted Rand index; the separate routines are designed to handle problems of different sizes and alternate methods of data storage.

[1]  William M. Rand,et al.  Objective Criteria for the Evaluation of Clustering Methods , 1971 .

[2]  Jacob Cohen A Coefficient of Agreement for Nominal Scales , 1960 .

[3]  Michael R. Anderberg,et al.  Cluster Analysis for Applications , 1973 .

[4]  John C. Ogilvie,et al.  Evaluation of hierarchical grouping techniques; a preliminary study , 1972, Comput. J..

[5]  Roger K. Blashfield,et al.  Mixture model tests of cluster analysis: Accuracy of four agglomerative hierarchical methods. , 1976 .

[6]  D Scheibler,et al.  Monte Carlo Tests of the Accuracy of Cluster Analysis Algorithms: A Comparison of Hierarchical and Nonhierarchical Methods. , 1985, Multivariate behavioral research.

[7]  G. W. Milligan,et al.  A Review Of Monte Carlo Tests Of Cluster Analysis. , 1981, Multivariate behavioral research.

[8]  Jacob Cohen,et al.  Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. , 1968 .

[9]  G W Milligan,et al.  Asymptotic and Finite Sample Characteristics of Four External Criterion Measures. , 1985, Multivariate behavioral research.

[10]  Leslie C. Morey,et al.  A Comparison of Four Clustering Methods Using MMPI Monte Carlo Data , 1980 .

[11]  An Extension of Intersection Methods From Trees to Dendrograms , 1984 .

[12]  Charles K. Bayne,et al.  Monte Carlo comparisons of selected clustering procedures , 1980, Pattern Recognit..

[13]  Alan Agresti,et al.  The Measurement of Classification Agreement: An Adjustment to the Rand Statistic for Chance Agreement , 1984 .

[14]  J. Archie A NEW LOOK AT THE PREDICTIVE VALUE OF NUMERICAL CLASSIFICATIONS , 1984 .

[15]  C. Mallows,et al.  A Method for Comparing Two Hierarchical Clusterings , 1983 .