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. Author manuscript; available in PMC: 2020 Jan 1.
Published in final edited form as: Proc AAAI Conf Artif Intell. 2019 Jan-Feb;33:4320–4327. doi: 10.1609/aaai.v33i01.33014320

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