Quality parameters for the solutions, by numbers of clusters and gender
| Number of clusters | |||||
|---|---|---|---|---|---|
| Two | Three | Four | Five | Six | |
| Analysis of men | |||||
| Point Biserial Correlation | 0.68 | 0.51 | 0.53 | 0.54 | 0.52 |
| Average Silhouette Width | 0.55 | 0.37 | 0.37 | 0.38 | 0.33 |
| Calinksi-Harabasz index using squared distances | 1784.77 | 1872.50 | 1605.52 | 1458.47 | 1420.27 |
| Hubert’s Somer’s D | 0.85 | 0.65 | 0.68 | 0.69 | 0.74 |
| Hubert’s C | 0.10 | 0.15 | 0.13 | 0.12 | 0.10 |
| Analysis of women | |||||
| Point Biserial Correlation | 0.33 | 0.52 | 0.52 | 0.53 | 0.50 |
| Average Silhouette Width | 0.33 | 0.37 | 0.37 | 0.37 | 0.34 |
| Calinksi-Harabasz index using squared distances | 797.06 | 876.44 | 820.74 | 728.50 | 693.17 |
| Hubert’s Somer’s D | 0.41 | 0.63 | 0.69 | 0.71 | 0.70 |
| Hubert’s C | 0.30 | 0.16 | 0.13 | 0.12 | 0.12 |
| Number of clusters | |||||
|---|---|---|---|---|---|
| Two | Three | Four | Five | Six | |
| Point Biserial Correlation | 0.68 | 0.51 | 0.53 | 0.54 | 0.52 |
| Average Silhouette Width | 0.55 | 0.37 | 0.37 | 0.38 | 0.33 |
| Calinksi-Harabasz index using squared distances | 1784.77 | 1872.50 | 1605.52 | 1458.47 | 1420.27 |
| Hubert’s Somer’s D | 0.85 | 0.65 | 0.68 | 0.69 | 0.74 |
| Hubert’s C | 0.10 | 0.15 | 0.13 | 0.12 | 0.10 |
| Point Biserial Correlation | 0.33 | 0.52 | 0.52 | 0.53 | 0.50 |
| Average Silhouette Width | 0.33 | 0.37 | 0.37 | 0.37 | 0.34 |
| Calinksi-Harabasz index using squared distances | 797.06 | 876.44 | 820.74 | 728.50 | 693.17 |
| Hubert’s Somer’s D | 0.41 | 0.63 | 0.69 | 0.71 | 0.70 |
| Hubert’s C | 0.30 | 0.16 | 0.13 | 0.12 | 0.12 |
Source(s): Author’s own work
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