Table 8. Effect of varying method of clustering.
| Method | Validation results (%) | Test results (%) | ||||||
|---|---|---|---|---|---|---|---|---|
| F1-score | Precision | Recall | Accuracy | F1-score | Precision | Recall | Accuracy | |
| GSDMM | 93.37 | 92.21 | 95.00 | 94.09 | 92.80 | 91.57 | 94.61 | 93.61 |
| BIRCH | 98.47 | 98.03 | 98.94 | 98.67 | 98.25 | 97.82 | 98.71 | 98.49 |
| K-means | 98.59 | 98.37 | 98.82 | 98.78 | 98.40 | 98.24 | 98.55 | 98.62 |