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Table 12 Comparison of the developed classifier’s performance with methods in [62,63,64]

From: A pap-smear analysis tool (PAT) for detection of cervical cancer from pap-smear images

Method

Method

Sensitivity (%)

Specificity (%)

Accuracy (%)

Zhang et al. [62]

Deep convolutional networks

98.2

98.3

98.3

Bora et al. [64]

Ensemble classifier

99.0

89.7

96.5

Marinakis et al. [63]

Genetic algorithm

98.5

92.1

96.8

Proposed Tool (PAT)

Enhanced Fuzzy C-means

99.28

97.47

98.88