Skip to main content
. 2013 Feb 27;8(2):e57225. doi: 10.1371/journal.pone.0057225

Table 7. Comparisons with other popular classifiers on the new independent dataset.

Methods TraditionalSVM (Inline graphic(%)) RandomForest (Inline graphic(%))
weight without weight weight without weight
Combination1 59.45 57.62 58.54 57.32
RQA 45.73 45.73 45.73 44.82
HHT 59.76 56.10 57.93 56.10
PPDD 58.54 57.93 55.49 55.18
DWT 57.62 55.49 52.74 51.52
Combination2 66.16 64.63 64.02 63.11