Table 1.
Significant Results of F-test and Tukey Test of Correlation (p<.05).
Table 2.
Significant Results of F-test and Tukey Test of Coherence (p<.05).
Table 3.
Significant Results of F-test and Tukey Test of Phase Synchronization Index (p<.05).
Figure 1.
The lines connecting electrode sites indicate significant higher (solid) and lower (dashed) of correlation values for condition listed on left site.
Figure 2.
The lines connecting electrode sites indicate significant higher (solid) and lower (dashed) of coherence values for condition listed on left site.
Figure 3.
Brain maps of phase synchronization index.
The lines connecting electrode sites indicate significant higher (solid) and lower (dashed) of phase synchronization index for condition listed on left site.
Table 4.
Comparison of Classification Accuracy in Different Frequency Bands With and Without Feature Selection Base on Correlation.
Table 5.
Comparison of Classification Accuracy in Different Frequency Bands With and Without Feature Selection Base on Coherence.
Table 6.
Comparison of Classification Accuracy in Different Frequency Bands With and Without Feature Selection Base on Phase Synchronization Index (PSI).
Table 7.
Comparison of Classification Accuracy by Using All Frequency Bands Base on Correlation, Coherence and Phase Synchronization Index (PSI) With and Without Feature Selection.
Table 8.
Comparison of Classification Accuracy by Using Single Frequency Band Against Using Total Frequency Bands Base on Correlation, Coherence and Phase Synchronization Index with Feature Selection.
Table 9.
Comparison of Classification Accuracy by Different Connectivity Index.
Table 10.
Classification Accuracy when Feature Selection Process was Only Applied to The Training Data.
Table 11.
Classification Accuracy by Features Extracted from Signal Electrode.
Table 12.
Comparison of Classification Accuracy by Using All Frequency Bands Base on Correlation, Coherence and Phase Synchronization Index (PSI) between male and female.