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Table 5 OA (%), κ and time (s) for SVM, PSVM, Mbsvd, Mbqrcp and proposed method with SVM

From: A novel information transferring approach for the classification of remote sensing images

 

PUD

HUD

Method

OA

κ

Time

OA

κ

Time

SVM [22]

78.93

0.7340

1.26

77.05

0.7145

18

PSVM [22]

95.36

0.9466

0.91

91.88

0.9345

11

Mbsvd [4]

95.91

0.9489

1.01

92.03

0.9366

28

Mbqrcp [4]

96.60

0.9548

0.80

94.74

0.9411

10

Proposed

96.75

0.9562

0.51

96.09

0.9515

8