Research Article
Classification and Progression Based on CFS-GA and C5.0 Boost Decision Tree of TCM Zheng in Chronic Hepatitis B
Algorithm 3
Rules of C5.0 decision tree induction.
| For A: | | If HBsAg > 61.74 and LDL-C <= 1.72 Then Zheng A | | If Hemoglobin > 136 Then Zheng A. | | | For B: | | If Hemoglobin <= 136 Then Zheng B. | | If PH value > 6.1 and Blood glucose > 4.97 and Basophil <= 0.02 and Hemoglobin > 161 | | and RBC <= 5 Then Zheng B. | | If HBcAb-IgM > 0.05 and PH value > 6.1 and LDL-C > 1.72 and Beta globulin <= 9.4 | | and Basophil <= 0.02 and Hemoglobin > 150 and RBC > 4.39 Then Zheng B. | | If PH value > 7 and Basophil <= 0.02 and Eosinophil > 0.09 and Hemoglobin > 142 | | Then Zheng B. | | If PH value > 6.1 and LDL-C > 1.72 and Alpha 1 globulin > 2.6 && <= 3.2 and | | Hemoglobin > 142 && <= 150 and RBC > 4.39 Then Zheng B. | | If HBsAg <= 61.74 and HBcAb-IgM <= 0.38 and Basophil <= 0.02 and Eosinophil > 0.01 | | Then Zheng B. | | | For C: | | If TBIL > 17.4 and Alpha 1 globulin <= 3.2 and Beta globulin <= 11 and Basophil <= 0 | | Then Zheng C. | | If HBsAg > 246.36 and PH value > 6.1 and LDL-C > 1.72 and Alpha 1 globulin <= 2.8 | | and Basophil <= 0.02 and Hemoglobin > 136 && <= 142 Then Zheng C. | | If HBsAg > 61.74 and PH value <= 6.1 and TG > 2.22 and Alpha 1 globulin <= 3.2 and | | Hemoglobin > 136 Then Zheng C. | | If HBsAg > 61.74 and HBcAb-IgM <= 0.05 and PH value <= 7 and Alpha 1 globulin <= 3.2 | | and Basophil <= 0.02 and Hemoglobin > 150 Then C. | |
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