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. 2012 Apr 5;2012:207315. doi: 10.1155/2012/207315

Table 4.

Co-occurrence Features: categorisation accuracy (%) in grayscale, Lab, and opponent colours.

Distances
Classifiers 1 2 3 4 5 6 7 Avg.
NB 68.57 69.52 72.38 75.24 75.24 72.38 70.48 71.97
75.24 83.81 81.90 83.81 85.71 86.67 86.67 83.40
67.62 73.33 72.38 73.33 74.29 74.29 75.24 72.93

LMT 75.24 78.10 76.19 77.14 77.14 80.00 82.86 78.09
80.00 82.86 80.00 83.81 86.67 86.67 82.86 83.27
70.48 80.95 78.10 81.90 76.19 79.05 80.95 78.23

RT 74.29 63.81 75.24 74.29 78.10 71.43 71.43 72.66
68.57 76.19 76.19 80.95 71.43 71.43 76.19 74.42
63.81 65.71 74.29 64.76 71.43 77.14 62.86 68.57

RF 71.43 74.29 83.81 84.76 82.86 80.00 76.19 79.05
83.81 87.62 81.90 88.57 86.67 90.48 83.81 86.12
77.14 81.90 73.33 82.86 78.10 82.86 82.86 79.86

SVM 80.00 84.76 87.62 89.52 91.43 90.48 92.38 88.03
89.52 90.48 94.29 94.29 95.24 96.19 95.24 93.60
85.71 89.52 90.48 89.52 90.48 90.48 91.43 89.66