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Table 6 Performance analysis of different deep learning methods for classification on NWPU dataset

From: Optimal guidance whale optimization algorithm and hybrid deep learning networks for land use land cover classification

Methods

Accuracy (%)

Sensitivity (%)

Specificity (%)

LSTM

90.41

90.11

90.26

CNN

90.43

92.03

91.6

RNN

90.81

92.75

92.68

GAN

90.99

93.74

92.75

Bi-LSTM

96.73

97.21

97.24