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The accuracy of the four types of cells and the precision, the recall rate, and the F-measure of epithelial cells, from Step 1 classification.
| Type | Assessment | NB | C4.5 | P value |
|---|---|---|---|---|
| 4 types of cells | Accuracy | 92.065% (18413/20000) | 97.185% (19237/20000) | 0.0001 |
|
| ||||
| Epithelial cells | Precision | 88.4% (4648/5256) | 97% (4819/4970) | 0.0001 |
| Recall rate | 93.0% (4648/5000) | 96.4% (4819/5000) | 0.0001 | |
| F-measure | 90.6% | 96.7% | ||
