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
As a benefit of your subscription, you can share temporary access to restricted articles.
Each link will stop working after 30 days or 10 uses. You may create up to 10 links in a 30 day period.
Please sign in to your personal account to gift article access.
As a benefit of your subscription, you can share temporary access to restricted articles.
Each link will stop working after 30 days or 10 uses. You may create up to 10 links in a 30 day period.
Gift articles remaining: --
Each link will stop working after 30 days or 10 uses. You may create up to 10 links in a 30 day period.
Gift articles remaining: --
As a benefit of your subscription, you can share temporary access to restricted articles.
Each link will stop working after 30 days or 10 uses.
You have reached the limit of 10 links within a 30 day period.
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.