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Table 3 Classification results of 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

89.5

75.9

2

93.1

79.5

3

93.9

82.1

4

94.5

84.6

5

95.2

86.7

6

95.9

88.3

7

96.4

90.2

8

97.3

91.1

9

97.9

92.2

10

98.8

93.2