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Table 5 The proposed models’ performance in detecting anemia using palpable palm

From: Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms

S/N

Algorithm

Palm (%)

Accuracy

F1-Score

AUC

Precision

Recall

1

CNN

99.92

99.89

99.95

99.79

99.98

2

Naïve Bayes

99.96

99.97

99.98

99.97

99.93

3

Decision Tree

99.29

98.97

99.38

98.77

99.18

4

k-NN

99.92

99.89

99.98

99.79

99.92

5

SVM

96.34

94.59

98.97

95.99

93.23