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Table 4 Performance analysis of different deep learning methods for classification on UCM dataset

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

Methods

Accuracy (%)

Sensitivity (%)

Specificity (%)

LSTM

90.31

90.18

90.67

CNN

92.9

90.44

91.72

RNN

95.33

91.73

92.8

GAN

95.89

95.69

94.37

Bi-LSTM

99.34

99.44

99.31