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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