“…This is also in agreement with observations in Chapter 4. Classification results for case 2 in which the sheep class composition included subjects [1,3,5,7,9,11,13,15,17,19,21] and wolves class composition included subjects [2,4,6,8,10,12,14,16,18,20,22] are shown in Tables 5.5, 5.6 and 5.7. The best accuracy for this case was obtained using the RBF kernel (90.91%) which was for the Retest/Test scenario of the highest computational resolution spectrogram (window size of 512 samples and overlap size of 511 samples).…”