A Novel Method for the Separation of Overlapping Pollen Species for Automated Detection and Classification

Table 3

Confusion matrixes of multilayer perceptron results.

		10-fold cross validation													5-fold cross validation													2-fold cross validation
		Predicted pollen class													Predicted pollen class													Predicted pollen class
Actual pollen class		45	0	0	0	0	0	0	0	1	0	0	0		44	0	0	0	0	0	0	0	1	0	0	1		45	0	0	0	0	0	0	0	1	0	0	0
		0	44	0	0	1	0	0	0	1	0	0	0		0	45	0	0	0	0	0	0	1	0	0	0		0	41	0	0	0	0	0	0	5	0	0	0
		0	0	55	1	0	0	0	0	0	0	0	0		0	0	55	1	0	0	0	0	0	0	0	0		0	0	55	1	0	0	0	0	0	0	0	0
		0	2	2	30	0	0	0	0	3	0	0	0		0	2	1	30	0	0	0	0	4	0	0	0		0	2	1	31	0	0	0	0	3	0	0	0
		0	1	0	0	41	0	0	0	0	0	0	0		0	1	0	0	41	0	0	0	0	0	0	0		0	1	0	0	41	0	0	0	0	0	0	0
		0	0	0	0	0	55	0	0	0	1	0	0		0	0	0	0	0	55	0	0	0	1	0	0		0	0	0	0	0	55	0	0	0	1	0	0
		0	0	0	0	0	0	31	0	0	0	0	1		0	0	0	0	0	0	32	0	0	0	0	0		0	0	0	0	0	0	32	0	0	0	0	0
		0	1	0	0	0	0	0	50	0	1	0	0		0	1	0	0	0	0	0	50	0	1	0	0		0	0	0	0	0	0	0	51	0	1	0	0
		0	1	0	3	0	0	0	0	74	0	2	0		0	1	0	3	0	0	0	0	74	0	2	0		0	3	0	2	0	0	0	0	73	0	2	0
		0	0	0	0	0	0	0	0	0	64	0	0		0	0	0	0	0	0	0	0	0	64	0	0		0	0	0	0	0	0	0	0	0	64	0	0
		0	0	1	1	0	0	0	0	3	0	68	0		0	0	1	1	0	0	0	0	2	0	69	0		0	0	1	1	0	0	0	0	1	0	70	0
		0	0	0	0	0	0	0	0	0	1	0	33		1	1	0	0	0	0	0	0	0	1	0	31		0	0	0	0	0	0	1	0	0	1	0	32