Yahoo Training and Test Sets | ||||||||||||||||||||
A2 | s_1 | s_2 | s_3 | s_4 | ||||||||||||||||
TP | FP | FN | d.r. | prec. | TP | FP | FN | d.r. | prec. | TP | FP | FN | d.r. | prec. | TP | FP | FN | d.r. | prec. | |
Anotated | 4 | 0 | 0 | 100 | 100 | 9 | 0 | 0 | 100 | 100 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 0 | 100 | 100 |
ARIMA | 3 | 2 | 1 | 75 | 60 | 9 | 0 | 0 | 100 | 100 | 1 | 2 | 0 | 100 | 33 | 2 | 3 | 0 | 100 | 40 |
MA | 4 | 3 | 0 | 100 | 57 | 9 | 0 | 0 | 100 | 100 | 1 | 3 | 0 | 100 | 25 | 1 | 1 | 1 | 50 | 50 |
HTM | 4 | 0 | 0 | 100 | 100 | 6 | 0 | 3 | 67 | 100 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 0 | 100 | 100 |
HW calc. MASE | 4 | 0 | 0 | 100 | 100 | 9 | 0 | 0 | 100 | 100 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 0 | 100 | 100 |
HW def. MASE | 4 | 1 | 0 | 100 | 80 | 9 | 1 | 0 | 100 | 90 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 0 | 100 | 100 |
4 | 0 | 0 | 100 | 100 | 0 | 0 | 9 | 0 | - | 0 | 0 | 1 | 0 | - | 0 | 0 | 2 | 0 | - | |
HW def. MASE(k, n) | 4 | 0 | 0 | 100 | 100 | 9 | 0 | 0 | 100 | 100 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 1 | 67 | 100 |
HW GA | 4 | 0 | 0 | 100 | 100 | 9 | 0 | 0 | 100 | 100 | 1 | 0 | 0 | 100 | 100 | 2 | 0 | 0 | 100 | 100 |
A3 | A3-TS1 | A3Benchmark-TS2 | A3Benchmark-TS3 | A3-TS4 | ||||||||||||||||
Anotated | 11 | 0 | 0 | 100 | 100 | 16 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 |
ARIMA | 8 | 7 | 3 | 73 | 53 | 6 | 0 | 10 | 38 | 100 | 3 | 2 | 3 | 50 | 60 | 3 | 4 | 3 | 50 | 43 |
MA | 9 | 3 | 2 | 82 | 75 | 4 | 0 | 12 | 25 | 100 | 5 | 3 | 1 | 83 | 63 | 6 | 3 | 0 | 100 | 67 |
HTM | 5 | 0 | 6 | 45 | 100 | 1 | 0 | 15 | 6 | 100 | 0 | 0 | 6 | 0 | - | 3 | 0 | 3 | 50 | 100 |
HW calc. MASE | 4 | 84 | 7 | 36 | 5 | 16 | 5 | 0 | 100 | 76 | 6 | 0 | 0 | 100 | 100 | 6 | 30 | 0 | 100 | 17 |
HW def. MASE | 10 | 233 | 1 | 91 | 4 | 16 | 150 | 0 | 100 | 10 | 6 | 180 | 0 | 100 | 3 | 6 | 205 | 0 | 100 | 3 |
2 | 26 | 9 | 18 | 7 | 16 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | |
HW def. MASE(k, n) | 7 | 12 | 4 | 64 | 37 | 16 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 |
HW GA | 11 | 0 | 0 | 100 | 100 | 16 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 |
A4 | A4-TS1 | A4-TS2 | A4-TS3 | A4-TS4 | ||||||||||||||||
Anotated | 13 | 0 | 0 | 100 | 100 | 5 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 |
ARIMA | 7 | 3 | 6 | 54 | 70 | 4 | 3 | 1 | 80 | 57 | 4 | 0 | 2 | 67 | 100 | 6 | 5 | 0 | 100 | 55 |
MA | 6 | 5 | 7 | 46 | 55 | 3 | 2 | 2 | 60 | 60 | 3 | 1 | 3 | 50 | 75 | 5 | 3 | 1 | 83 | 63 |
HTM | 1 | 0 | 12 | 8 | 100 | 0 | 0 | 5 | 0 | - | 2 | 0 | 4 | 33 | 100 | 3 | 0 | 3 | 50 | 100 |
HW calc. MASE | 13 | 10 | 0 | 100 | 57 | 5 | 0 | 0 | 100 | 100 | 5 | 0 | 1 | 83 | 100 | 6 | 0 | 0 | 100 | 100 |
HW def. MASE | 13 | 20 | 0 | 100 | 39 | 5 | 3 | 0 | 100 | 63 | 5 | 13 | 1 | 83 | 28 | 6 | 2 | 0 | 100 | 75 |
8 | 2 | 5 | 62 | 80 | 5 | 0 | 0 | 100 | 100 | 4 | 2 | 2 | 67 | 67 | 6 | 0 | 0 | 100 | 100 | |
HW def. MASE(k, n) | 2 | 38 | 11 | 15 | 5 | 3 | 0 | 2 | 60 | 100 | 0 | 0 | 6 | 0 | - | 2 | 0 | 4 | 33 | 100 |
HW GA | 13 | 0 | 0 | 100 | 100 | 5 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 | 6 | 0 | 0 | 100 | 100 |