e-Dnevnik | Training Set | Test Set | |||||||||||||||
Detectors | Optimal parameters | (Two weeks) | (One week) | ||||||||||||||
α | Β | γ | ω | Δ | k | n | TP | FP | FN | d.r. | prec. | TP | FP | FN | d.r. | prec. | |
Anotated | - | - | - | - | - | - | - | 6 | 0 | 0 | 100 | 100 | 3 | 0 | 0 | 100 | 100 |
ARIMA | - | - | - | - | - | - | - | 6 | 7 | 0 | 100 | 46 | 3 | 4 | 0 | 100 | 43 |
MA | - | - | - | - | - | - | - | 6 | 13 | 0 | 100 | 32 | 3 | 11 | 0 | 100 | 21 |
HTM | - | - | - | - | - | - | - | 0 | 0 | 6 | 0 | - | 0 | 0 | 3 | 0 | - |
TDHW calc. MASE | 0.95 | 0.1173 | 0.3482 | 0.0021 | 20* | / | / | 6 | 23 | 0 | 100 | 21 | 1 | 0 | 2 | 33 | 100 |
TDHW def. MASE | 0.0746 | 0.0169 | 0.0040 | 0.2655 | 10* | / | / | 6 | 341 | 0 | 100 | 2 | 3 | 12 | 0 | 100 | 20 |
0.0746 | 0.0169 | 0.0040 | 0.2655 | 40* | / | / | 2 | 35 | 4 | 33 | 5 | 0 | 0 | 3 | 0 | - | |
TDHW def. MASE(k, n) | 0.0746 | 0.0169 | 0.0040 | 0.2655 | 5.1* | 1000* | 11* | 4 | 1770 | 2 | 67 | 0.2 | 1 | 0 | 2 | 33 | 100 |
TDHW GA | 0.8490 | 0.2853 | 0.0125 | 0.6798 | 7.0886 | 322.4625 | 8.5165 | 5 | 100 | 1 | 83 | 5 | 2 | 0 | 1 | 67 | 100 |