Table 7 Model prediction results statistics.

From: A supported decision-making model for idiopathic pulmonary fibrosis based on feature screening and optimized neural network

Model

MSE

Recall

Accuracy (%)

Syndrome of lung qi deficiency complicated with phlegm and stasis obstructing the collaterals (249) (%)

Syndrome of lung qi deficiency complicated with accumulation and binding of phlegm and heat (151) (%)

Syndrome of qi deficiency in the lung and kidney complicated with phlegm and stasis obstructing the collaterals (136) (%)

Syndrome of lung dryness with yin deficiency (132) (%)

Syndrome of lung qi deficiency (115) (%)

Syndrome of qi deficiency in the lung and kidney (108) (%)

LM-BP

0.47351

30.00

70.00

11.11

42.31

22.73

9.52

30.94

PSO-LM-BP

0.12721

70.00

80.65

50.00

62.96

13.04

9.09

47.62

GA-LM-BP

0.10784

68.00

90.32

64.29

66.67

21.74

9.09

53.35