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. 2014 Feb 26;33(2):105–115. doi: 10.14366/usg.13023

Table 4.

Results of sequential forward feature selection

Feature Name No. of selections (out of 20 times)
1 Mean 6
2 Standard deviation 20
3 Area 5
4 Bounding box 8
5 Centroid (x-coordinate) 5
6 Centroid (y-coordinate) 15
7 Convex area 11
8 Eccentricity 2
9 Equivalent diameter 3
10 Euler number 0
11 Filled area 1
12 Major axis length 3
13 Minor axis length 4
14 Orientation 3
15 Perimeter 2
16 Solidity 1
17 Object boundary_mean 6
18 Object boundary_standard deviation 4