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Table 2 One-layer CNN accuracy for different dimensions with respect to four types of classification applications

From: Intelligent diagnosis with Chinese electronic medical records based on convolutional neural networks

Text classification

50 (%)

80 (%)

100 (%)

7 classes

83.72

83.65

83.63

8 classes

82.26

82.55

82.51

32 classes

73.13

73.44

73.54

63 classes

70.39

71.06

71.2

  1. Boldface represents the best