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

Table 5

Confusion matrixes of Bayesian network 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		46	0	0	0	0	0	0	0	0	0	0	0		45	0	0	0	0	0	0	0	0	0	0	1		46	0	0	0	0	0	0	0	0	0	0	0
		0	44	0	0	0	0	0	0	2	0	0	0		0	44	0	0	0	0	0	0	2	0	0	0		0	45	0	0	0	0	0	0	1	0	0	0
		0	0	52	2	0	0	0	0	0	0	1	1		0	0	53	2	0	0	0	0	0	0	0	1		0	0	52	2	2	0	0	0	0	0	0	0
		0	1	1	34	0	0	0	0	1	0	0	0		0	2	1	33	0	0	0	0	1	0	0	0		0	2	1	32	0	1	0	0	1	0	0	0
		0	1	0	0	40	0	0	0	0	0	1	0		0	0	0	0	41	0	0	0	0	0	1	0		0	1	0	0	40	0	0	1	0	0	0	0
		0	0	0	0	0	53	0	0	0	3	0	0		0	0	0	0	0	53	0	0	0	3	0	0		0	0	0	0	0	54	0	0	0	1	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	0	0	0	0	0	32	0	0	0	0	0
		0	0	0	0	0	0	0	51	0	1	0	0		0	0	0	0	0	0	0	52	0	0	0	0		0	1	0	1	0	0	0	48	0	2	0	0
		0	10	0	2	0	0	0	0	67	0	1	0		0	10	0	4	0	0	0	0	66	0	0	0		0	10	1	2	0	0	0	0	65	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	1	0	0	0	63	0	0
		0	0	1	1	0	0	1	0	1	0	69	0		0	0	1	1	0	0	0	0	1	0	68	2		0	0	0	2	0	0	1	0	0	0	70	0
		0	0	1	2	0	0	3	0	0	1	1	26		1	0	1	2	0	0	1	0	0	1	0	28		1	1	0	2	0	0	1	0	1	1	0	27