Research Article
Histopathological Breast Cancer Image Classification by Deep Neural Network Techniques Guided by Local Clustering
Table 4
Effect of the cluster size
and the bandwidth (BW) (%).
| | | | TN | FP | FN | TP | Precision | F-Measure | Accuracy |
| | KM | = 8 | 85.85 | 14.16 | 8.00 | 91.00 | 91.00 | 92.00 | 90.00 | | = 16 | 77.00 | 23.00 | 06.00 | 94.00 | 90.00 | 92.00 | 88.90 | | = 24 | 77.00 | 23.00 | 05.00 | 95.00 | 90.00 | 93.00 | 89.75 |
| | MS | BW = 0.2 | 81.00 | 19.00 | 5.00 | 95.00 | 93.00 | 93.00 | 91.00 | | BW = 0.4 | 70.00 | 30.00 | 04.00 | 96.00 | 87.10 | 91.00 | 87.00 | | BW = 0.6 | 76.00 | 24.00 | 06.00 | 94.00 | 89.00 | 91.00 | 87.00 |
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