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

Table 4

Confusion matrixes of random tree forests 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	1	0		45	0	0	0	0	0	0	0	1	0	0	0
		0	45	0	0	0	0	0	0	1	0	0	0		0	44	0	0	1	0	0	0	1	0	0	0		0	41	0	0	0	0	0	0	5	0	0	0
		0	0	54	1	0	0	0	0	0	0	1	0		0	0	53	1	0	0	0	0	0	0	2	0		0	0	55	1	0	0	0	0	0	0	0	0
		0	1	0	36	0	0	0	0	0	0	0	0		0	2	0	32	0	1	0	0	2	0	0	0		0	2	1	31	0	0	0	0	3	0	0	0
		0	0	0	0	42	0	0	0	0	0	0	0		0	0	0	0	42	0	0	0	0	0	0	0		0	1	0	0	41	0	0	0	0	0	0	0
		0	0	0	0	0	56	0	0	0	0	0	0		0	0	0	1	0	55	0	0	0	0	0	0		0	0	0	0	0	55	0	0	0	1	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	32	0	0	0	0	0
		0	0	0	0	0	0	0	52	0	0	0	0		0	0	0	0	0	0	0	52	0	0	0	0		0	0	0	0	0	0	0	51	0	1	0	0
		0	3	0	2	0	0	0	0	75	0	0	0		0	4	0	3	0	0	0	0	73	0	0	0		0	3	0	2	0	0	0	0	73	0	2	0
		0	0	1	0	0	0	0	0	0	63	0	0		0	0	1	0	0	0	0	0	0	63	0	0		0	0	0	0	0	0	0	0	0	64	0	0
		0	0	1	0	0	0	0	0	2	0	70	0		0	0	1	0	0	0	0	0	0	0	72	0		0	0	1	1	0	0	0	0	1	0	70	0
		2	0	0	0	0	0	0	0	0	1	0	31		2	0	0	0	0	0	0	0	0	1	0	31		0	0	0	0	0	0	1	0	0	1	0	32