Hybrid Inception v3 XGBoost Model for Acute Lymphoblastic Leukemia Classification

Table 4

Comparison of pretrained CNN models with softmax classifier and with XGBoost classifier. The results are the weighted F1 score on the test set.

Model name	Softmax classification head	XGBoost classification head
AlexNet	0.889	0.897
ResNet 18	0.917	0.957
VGG 16	0.921	0.924
Inception v3	0.979	0.985