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Table 8 Summary of overall classification accuracies and κ values for test data

From: Classification of hyperspectral imagery with neural networks: comparison to conventional tools

 

194-band

30-band

13-band

 

%

κ

%

κ

%

κ

ANN

88.71

0.88

75.02

0.74

76.36

0.75

MED

82.04

0.81

72.85

0.71

73.29

0.72

SAM

79.18

0.78

66.37

0.65

66.81

0.65

MLH

  

49.72

0.47

63.23

0.61

MHD

  

72.53

0.71

59.34

0.57