The fourth most frequent cause of cancer death in women is cervical cancer. No sign can be observed the early stages disease. In addition, diagnosis methods used health centers are time-consuming and costly. Data classification has been widely applied for knowledge acquisition. However, none existing intelligent comprehensible, they look like a black box to clinicians. this paper, an ant colony...