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BioMed Research International
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2020
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Article
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Tab 2
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Research Article
A Computationally Efficient Method for Hybrid EEG-fNIRS BCI Based on the Pearson Correlation
Table 2
The classification accuracies obtained through KNN and Tree classifiers for EEG-only and fNIRS-only feature sets.
Feature set
KNN
Tree
EEG
fNIRS
EEG
fNIRS
,
43.25
64.81
53.30
68.29
,
SK
42.41
70.97
52.55
73.24
,
KR
42.66
68.85
52.47
71.05
,
SK
42.48
70.36
51.73
72.16
,
KR
43.75
66.43
52.70
70.29
SK, KR
41.05
56.67
52.23
63.91