Research Article

Hematologic Cancer Detection Using White Blood Cancerous Cells Empowered with Transfer Learning and Image Processing

Table 10

Testing results before image processing (this depicts the comparative results of all models like classification accuracy and miss-classification rate).

ModelsCA (%)MCR (%)

AlexNet
SGDM78.621.4
ADAM74.325.7
RMSPORP68.331.7

ResNet
SGDM71.029.0
ADAM75.025.0
RMSPROP56.044.0

MobileNet
SGDM63.136.9
ADAM73.826.2
RMSPROP60.939.1