Research Article
ECG Prediction Based on Classification via Neural Networks and Linguistic Fuzzy Logic Forecaster
Table 2
Example of algorithm evaluation on 10 “healthy” and 10 “sick” patients.
| Patient | SMAPE (HS + TS) | SMAPE (SS + TS) | Result | Actual | Match |
| H11 | 3.38232 | 3.30989 | Sick | Healthy | NO | H12 | 1.33555 | 3.40168 | Healthy | Healthy | YES | H13 | 2.73377 | 4.58243 | Healthy | Healthy | YES | H14 | 3.44581 | 2.37995 | Sick | Healthy | NO | H15 | 2.04677 | 2.30998 | Healthy | Healthy | YES | H16 | 3.73377 | 3.98572 | Healthy | Healthy | YES | H17 | 1.03658 | 2.20151 | Healthy | Healthy | YES | H18 | 3.22689 | 2.38111 | Sick | Healthy | NO | H19 | 2.43544 | 3.42159 | Healthy | Healthy | YES | H20 | 2.63355 | 3.79940 | Healthy | Healthy | YES | S11 | 1.72265 | 1.31922 | Sick | Sick | YES | S12 | 2.04804 | 0.38562 | Sick | Sick | YES | S13 | 2.99464 | 0.51305 | Sick | Sick | YES | S14 | 2.52248 | 0.67941 | Sick | Sick | YES | S15 | 2.65972 | 1.75233 | Sick | Sick | YES | S16 | 2.63674 | 2.39694 | Sick | Sick | YES | S17 | 2.57638 | 1.65941 | Sick | Sick | YES | S18 | 4.24496 | 2.85006 | Sick | Sick | YES | S19 | 2.96533 | 1.01009 | Sick | Sick | YES | S20 | 3.23630 | 1.10960 | Sick | Sick | YES |
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