Health Monitoring for Elderly: An Application Using Case-Based Reasoning and Cluster Analysis

Table 5

Case distribution in 3 clusters both for pulse rate (a) and oxygen saturation (b).

(a)

Criteria	Class A	Class B	Class C
Case_ids	1, 3, 5, 7, 14, 15, 16, 17, 19, 25, 26	2, 4, 11, 12, 18, 20, 22, 28, 30	8, 9, 10, 13, 21, 23, 24, 27, 29
Total number of cases	11	9	9

(b)

Criteria	Class A′	Class B′	Class C′
Case_ids	1, 3, 7, 8, 10, 12, 17, 22, 24, 28, 30	2, 5, 13, 14, 15	4, 9, 11, 16, 18, 19, 20, 21, 23, 25, 26, 27, 29
Total number of cases	11	5	13