Automatic Detection of Cervical Cancer Cells by a Two-Level Cascade Classification System

Table 3

The result of Step 2 classification. The accuracy and the precision as analyzed by NB and LR classifiers are shown.

Assessment	NB	LR	values
Accuracy of 2 types of cells	84.1%; (4205/5000)	98.58%; (4929/5000)	0.0001
Precision of abnormal epithelial cells	88.3%; (2107/2386)	98.6%; (2455/2491)	0.0001