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Mathematical Problems in Engineering
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Mathematical Problems in Engineering
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2020
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Article
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Tab 6
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Research Article
A Deep Convolutional Neural Network Model for Intelligent Discrimination between Coal and Rocks in Coal Mining Face
Table 6
Results of models trained with augmented data for original NET.
Cross-validation experiment
Precision (%)
Recall (%)
F1-score (%)
K
= 1
73.22
84.47
78.35
K
= 2
72.52
84.03
77.80
K
= 3
74.73
85.50
79.71
Average
73.49
84.67
78.62