A Novel COVID-19 Diagnosis Support System Using the Stacking Approach and Transfer Learning Technique on Chest X-Ray Images

Table 11

Description of Base-Models’ runtime and time by epoch.

Models	Accuracy (%)	Runtime	Time/epoch (s)	Total parameters (millions)
ResNet152V2	98.55	50 min 33 s	120	70
ResNet101V2	98.55	35 min 21 s	85	54
MobileNetV2	98.36	19 min 50 s	47	13
VGG16	98.75	24 min 27 s	59	17
VGG19	99.13	28 min 55 s	69	22