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Table 3 Accuracy with different training validation

From: Using an artificial neural network to map cancer common data elements to the biomedical research integrated domain group model in a semi-automated manner

Top n

Accuracy (training set: verification set = 3:1) (%)

Accuracy (training set: verification set = 9:1) (%)

1

33.99%

41.52%

2

51.96%

63.16%

3

64.71%

73.10%

4

71.90%

80.70%

5

76.14%

83.04%

6

82.03%

85.38%

7

85.29%

87.72%

8

86.93%

90.06%

9

89.22%

91.23%

10

92.16%

94.15%