Timely Diagnosis of Acute Lymphoblastic Leukemia Using Artificial Intelligence-Oriented Deep Learning Methods

Table 5

Precision, recall, and F1-score of machine learning classifiers for two classes of healthy and leukemia.

Method	Healthy			Leukemia
	Precision	Recall	F1-score	Precision	Recall	F1-score
RF	0.83	0.57	0.68	0.81	0.94	0.87
LR	0.73	0.63	0.68	0.83	0.88	0.85
SVM	0.77	0.54	0.64	0.80	0.92	0.86
KNN	0.67	0.66	0.67	0.83	0.84	0.83
SGD	0.53	0.65	0.58	0.80	0.71	0.75
MLP	0.26	0.63	0.37	0.33	0.09	0.15