Table 7 Model prediction results statistics.
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 |