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Table 4 Performance evaluation of machine learning models after feature extraction

From: Optimized polycystic ovarian disease prognosis and classification using AI based computational approaches on multi-modality data

Models

LR (%)

NB (%)

SVM (%)

 

0

1

0

1

0

1

Precision

94

90

97

76

97

76

Recall

94

90

82

85

82

95

F1-Score

94

90

89

95

89

85

Support

68

41

68

41

68

41

Accuracy

93

87

87

Macro Average

92

87

87

Weighted Average

93

89

89