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. 2020 Sep 3;20(17):5015. doi: 10.3390/s20175015

Table 1.

Research results: the Bhattacharyya coefficients, for best frequency range, for each feature family, for each class combination. Corresponding frequency ranges are presented in Table 2.

Boxplot
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(Figure 7)
Class Combination The Bhattacharyya Coefficient for Feature Family:
1 (DFT of the Signal) 2 (DFT of the Derivative) 3 (Square of the DFT of the Signal) 4 (Square of the DFT of the Derivative)
a ctrl, cmp1 0.863 0.844 0.842 0.872
b ctrl, cmp2 0.634 0.629 0.659 0.662
c ctrl, cmp3 0.318 0.316 0.453 0.464
d ctrl, oa 0.308 0.367 0.458 0.462
e cmp1, cmp2 0.726 0.717 0.769 0.768
f cmp1, cmp3 0.446 0.442 0.560 0.577
g cmp1, oa 0.401 0.486 0.587 0.603
h cmp2, cmp3 0.637 0.667 0.694 0.693
i cmp2, oa 0.594 0.696 0.741 0.744
j cmp3, oa 0.900 0.919 0.897 0.876