Table 3.
rd’s as defined in Eq. (32) to according to MEMD, GAM, apx as compared with EMD, , EMD-L1, L1 and L2 for a set of random vector pairs.
| MEMD2 | GAM2 | apx2 | EMD | EMD-L1 | L1 | L2 | ||
|---|---|---|---|---|---|---|---|---|
| (1) swapping | 3.46 | 3.37 | 3.36 | 1.22 | 2.63 | 1.61 | 1.80 | 1.15 |
| (2) deletion | 1.30 | 1.25 | 1.22 | 0.47 | 1.45 | 1.31 | 0.43 | 0.62 |
| (3) insertion | 1.50 | 1.50 | 1.45 | 0.74 | 1.41 | 0.99 | 1.29 | 0.89 |
| (4) splitting/merging | 2.89 | 2.85 | 2.84 | 1.10 | 2.82 | 0.15 | 3.52 | 4.60 |
| (5) global shift | 0.95 | 0.89 | 0.79 | 0.43 | 0.46 | 0.71 | 0.10 | 0.11 |
| (6) Gaussian noise | 1.72 | 1.75 | 1.76 | 0.38 | 1.51 | 0.34 | 2.43 | 2.57 |
| (7) outliers | 1.12 | 1.09 | 1.09 | 0.26 | 0.75 | 0.46 | 0.31 | 2.46 |
| (8) moving average | 2.71 | 2.76 | 2.81 | 1.23 | 1.76 | 0.59 | 1.86 | 2.08 |
| (9) median filtering | 1.34 | 1.42 | 1.43 | 0.55 | 0.83 | 0.08 | 1.72 | 1.50 |