Research Article

A Decisive Metaheuristic Attribute Selector Enabled Combined Unsupervised-Supervised Model for Chronic Disease Risk Assessment

Table 3

Breast cancer dataset details [1].

Name of attributeDescriptionDomain range

ClassClass labelNonrecurrence and recurrence
AgeAge in years10–19, 20–29, 30–39, 40–49, 50–59, 60–69, 70–79, 80–89, and 90–99
MenopauseWhether the patient is pre- or postmenopausal during treatmentge40 or lt40 or premeno
Tumor-sizeTumour size (in mm)0–4, 5–9, 10–14, 15–19, 20–24, 25–29, 30–34, 35–39, 40–44, 45–49, 50–54, and 55–59.
Iny-nodesTotal axillary lymph nodes that contain metastatic breast cancer0–2, 3–5, 6–8, 9–11, 12–14, 15–17, 18–20, 21–23, 24–26, 27–29, 30–32, 33–35, and 36–39
Node-capsIf tumor penetrated in lymph node capsuleYes or no
Deg-maligHistological level of the tumor1, 2, or 3
BreastWhich side of breast is affectedRight or left
Breast-quadBreast is partitioned into four quadrants with nipple as the centerRight-up, left-up, right-low, left-low, and central
IrradiatPatient’s radiation (X-rays) therapy historyYes or no