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Table 2 Classification rules of decision tree of the hospital charge on gastric cancer patients

From: Comparison of hospital charge prediction models for gastric cancer patients: neural network vs. decision tree models

category

rules

Predictive value(RMB)

A

with operation

19392.655

B

without operation and chemotherapy, LOS< = 3.5 days

1182.421

C

without operation and chemotherapy, 3.5<LOS< = 5.5 days, age< = 42.5 years

1241.267

D

without operation and chemotherapy, LOS>5.5 days, age< = 42.5 years

2081.700

E

without operation and chemotherapy, age>42.5 years, without radiotherapy

2052.962

F

without operation and chemotherapy, age>42.5 years, with radiotherapy

2833.263

G

without operation, with chemotherapy, LOS< = 8.5 days, age< = 59.5 years

4249.538

H

without operation, with chemotherapy, LOS< = 8.5 days, 59.5 year<age< = 70.5 years

3578.098

I

without operation, with chemotherapy, LOS< = 8.5 days, age>70.5 year

5968.295

J

without operation, with chemotherapy, LOS>8.5 days

8175.892