Table 4.

The top five most contributing traits of each developed model.

Model	Trait name	Contribution (%)	Cumulative contribution (%)	Accuracy reduction (%)
RF	Mean.Color.Green	9.7	32.6	11.6 (from 91.3 to 79.9)
	Mean.Color.Red	9.5
	1 R	5.6
	3 R	4.0
	1 A	3.8
NN	Mean.Color.Green	6.8	29.9	14.0 (from 91.4 to 77.4)
	Vrectsizeymm	6.3
	Mean.Color.Blue	6.3
	Mean.Color.Red	5.8
	Mean.Color.Green.Variance	4.7
SVM	4 A	4.8	22.8	29.5 (from 92.5 to 63.0)
	3 A	4.8
	3 R	4.7
	4 R	4.6
	Compactness	3.9