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Table 2 Average recognition rates, training time, and test time of the proposed model (denoted TCNN 3, SCNN 3) with comparisons to several methods from the literature [19]

From: Convolutional neural networks for radar HRRP target recognition and rejection

Method Accuracy(%) Training time (s) Test time (s)
MCC 62.42 0.13 0.86
AGC 85.63 0.84 13.1
LSVM 86.70 0.93 0.06
LDA 81.30 0.09 0.01
PCA 83.81 0.14 0.11
SDAE 90.42 3.1/epoch 0.13
SCAE 92.03 2.7/epoch 0.13
TCNN3 92.57 13.8/epoch 0.10
SCNN3 95.31 56.6/epoch 0.65