Research Article

F-Ratio Test and Hypothesis Weighting: A Methodology to Optimize Feature Vector Size

Table 1

Outcomes of F-ratio test statistics with a considerable significance level for EEG feature vectors.

Test statistic Feature vector Ratio Test statistic Significance
used (measures)value level

, -power 6.168 0.233 1.412 1.507>0.95
(19)
, b0 10.393 0.145 1.489 1.822>0.95
(19)
, -power, -power 6.890 0.158 1.416 2.21>0.90
(19)
, -power, -power 6.890 0.158 1.192 2.21 0.90
(20)