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Scientific Programming
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2022
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Article
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Tab 1
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Research Article
Automated Detection Model in Classification of B-Lymphoblast Cells from Normal B-Lymphoid Precursors in Blood Smear Microscopic Images Based on the Majority Voting Technique
Table 1
Evaluation metrics of the pretrained models.
Model
Sensitivity (%)
Specificity (%)
Accuracy (%)
GPU time (second)
DenseNet 121
98.5
70.9
85.3
4116
Inception-V3
99
72.4
89.77
8130
AlexNet
88
69
78.6
4966
ResNet-50
79
66
74
5111
ResNet-101
81
68
79
10115
Inception-ResNet-v2
99.92
68.83
89.1
24119
SqueezeNet
89
68.8
81
5211
Xception
99.84
85.65
94.91
9232