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Table 2 Classification results of non-mixed models

From: Application research of convolution neural network in image classification of icing monitoring in power grid

Training times

Accuracy of training set (%)

Accuracy of test set (%)

1

89.1

75.3

2

91.3

77.1

3

92.2

77.8

4

92.6

78.4

5

93.0

79.1

6

93.2

80.3

7

93.6

81.2

8

93.9

82.8

9

94.3

83.5

10

95.1

84.1