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Table 7 Classification accuracies for the MHD classifications

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

  194-band 30-band 13-band
  User Producer User Producer User Producer
Class Accuracy Accuracy Accuracy
A    93.31 90.00 97.75 98.06
B    75.00 60.00 100.00 18.50
C    58.49 46.50 68.36 87.50
D    75.74 84.76 83.47 93.81
E    99.44 84.76 39.11 100.00
F    35.87 82.50 10.03 100.00
G    100.00 50.29 36.75 24.86
H    72.91 83.18 78.80 77.73
I    63.50 87.00 23.54 93.00
J    97.50 93.60 100.00 0.40
K    80.81 64.00 93.94 49.60
L    74.09 85.51 71.08 95.33
M    40.38 10.50 00.00 00.00
N    85.25 52.00 100.00 5.00
O    57.49 60.65 48.41 59.03
P    82.43 81.33 78.19 83.67
Q    87.76 94.55 100.00 11.82
R    82.46 94.00 100.00 24.00
S    89.06 95.00 100.00 33.33
T    89.71 93.85 94.83 84.62
U    48.48 95.50 81.60 66.50
V    25.53 72.00 100.00 12.00
W    51.53 59.00 84.92 76.00
  Accuracy (%) = N/A Accuracy (%) = 72.53 Accuracy (%) = 59.34
  κ = N/A κ = 0.7108 κ = 0.5726