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Table 2 Performance analysis of different deep learning methods for classification on AID dataset

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

Methods

Accuracy (%)

Sensitivity (%)

Specificity (%)

LSTM

90.28

91.21

91.45

CNN

90.3

91.48

91.92

RNN

90.65

93.42

93.2

GAN

91.27

93.84

93.71

Bi-LSTM

97.12

97.43

97.21