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. 2021 Nov 11;2021:5478157. doi: 10.1155/2021/5478157

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