Research Article
Health Monitoring for Elderly: An Application Using Case-Based Reasoning and Cluster Analysis
Table 4
Confusion matrix for pulse rate (a) and oxygen saturation (b) considering
, using CBR with extracted features.
| (a) |
| | | Baseline | Deep breath | Activity | Relax |
| | Baseline | 29 | 0 | 0 | 0 | | Deep breath | 0 | 28 | 0 | 1 | | Activity | 0 | 0 | 29 | 0 | | Relax | 1 | 3 | 0 | 25 | | Accuracy in percentage | 100% | 96.5% | 100% | 86.2% |
|
|
| (b) |
| | | Baseline | Deep breath | Activity | Relax |
| | Baseline | 29 | 0 | 0 | 0 | | Deep breath | 0 | 25 | 0 | 4 | | Activity | 0 | 0 | 29 | 0 | | Relax | 0 | 12 | 0 | 17 | | Accuracy in percentage | 100% | 86.2% | 100% | 59% |
|
|
