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. 2022 Feb 24;22(5):1766. doi: 10.3390/s22051766

Table 11.

Statistical test (ANOVA) of LIM and CNN-DNN with respect to SVM, LeNet, AlexNet, and ResNet where values marked as ** are p-values < 0.05 and * are p-values < 0.1.

Categories LIM vs.
SVM
LIM vs.
AlexNet
LIM vs.
LeNet
LIM vs.
ResNet
CNN-DNN
vs. SVM
CNN-DNN
vs. AlexNet
CNN-DNN
vs. LeNet
CNN-DNN
vs. ResNet
Normal/Abnormal
Classification
Generalization ** 0.03 ** 1.48 × 103 0.94 ** 0.02 0.07 ** 2.33 × 106 0.70 ** 0.0009
Range Based Classification Male (20–70) 0.24 * 0.06 0.34 ** 0.04 0.24 * 0.06 0.34 ** 0.04
Female (50–70) 0.10 * 0.06 0.11 * 0.06 1 0.35 0.33 0.17
Female (20–70) 0.35 ** 0.04 0.1 ** 0.04 0.21 * 0.09 0.18 0.18
Male (10–80) ** 0.02 * 0.06 0.76 ** 0.04 1 ** 0.03 0.13 ** 0.03
Female (10–80) * 0.08 * 0.08 * 0.08 ** 0.04 0.14 * 0.08 0.14 ** 0.03
Male + Female
(20–70)
** 0.03 ** 0.02 1 ** 0.02 1 ** 0.03 0.28 ** 0.03
Male + Female
(10–80)
**0.02 * 0.08 0.86 ** 0.02 0.33 0.13 0.71 0.46