Table 1:
Correct classification rates of the random forest classifier trained on wavelet basis coefficients, multiscale principal component scores and single-scale principal component scores, respectively.
K | 1 | 2 | 3 | 4 | 5 | 6 |
Multiscale | 66.2 | 71.0 | 69.9 | 70.5 | 72.9 | 73.4 |
Single-scale | 64.7 | 69.8 | 70.5 | 69.8 | 70.7 | 70.9 |
K | 7 | 8 | 9 | 10 | 11 | 12 |
Multiscale | 74.5 | 73.5 | 73.9 | 72.5 | 72.8 | 72.6 |
Single-scale | 71.1 | 70.9 | 71.1 | 69.5 | 69.7 | 69.9 |
db1 | db2 | db3 | db4 | db5 | db6 | |
wavelet | 69.5 | 70.8 | 68.6 | 70.1 | 69.5 | 69.1 |