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Table 4 Optimum network parameters of different target series

From: Time series model for forecasting the number of new admission inpatients

Time series

Target series

Hidden units

Delays

RMSE

R

training

validation

testing

Monthly

OS

11

8

53.74

309.8

280.89

0.92

RS

16

6

113.58

187.02

221.44

0.82

Daily

OS

13

10

30.07

36.01

46.48

0.96

RS

14

7

33.91

51.35

41.90

0.87

  1. Note: OS = original series, RS = residual series