Table 4.
Diastolic Blood Pressure cleaning results.
| Device Name | Erroneous Data | Corrective Actions | Missing Data | Corrective Actions |
|---|---|---|---|---|
| Diastolic Blood Pressure Code | ||||
| iHealth Clear | 0 | None | 0 | None |
| iHealth Track | 0 | None | 0 | None |
| Withings BPM | 0 | None | 0 | None |
| iHealth View | 0 | None | 0 | None |
| Diastolic Blood Pressure Value | ||||
| iHealth Clear | 2 | kNN imputation | 3 | C4.5 imputation |
| iHealth Track | 1 | kNN imputation | 2 | C4.5 imputation |
| Withings BPM | 2 | kNN imputation | 4 | C4.5 imputation |
| iHealth View | 3 | kNN imputation | 3 | C4.5 imputation |
| Diastolic Blood Pressure Unit | ||||
| iHealth Clear | 0 | None | 0 | None |
| iHealth Track | 0 | None | 0 | None |
| Withings BPM | 0 | None | 0 | None |
| iHealth View | 0 | None | 0 | None |