Apply svm and baysain for classification

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Reference no: EM131041451

Took the output of segmentation as input and then apply svm and baysain for classification. I want exect(in 3*3 matrix) output as that results from svm and Bayesian both side. Took the fs4 in the code as input do apply the svm and bayesian algo on that as calcifications.

TABLE 1: Classification matyrix of wound tissue pixels using Bayesian learning.
Original	Granulation	Predicted pixels Slough	Necrotic	Tissue-wise accuracy (%)	Overall accuracy
Granulation	192	21	9	86.48	81.15%
Slough	67	353	31	78.27
Necrotic	5	15	74	78.72

TABLE 2: Wound pixel classification matrix using SVM learning models.
SVM	Original	Granulation	Predicted pixels Slough	Necrotic
Linear kernel	Granulation	184	35	3
	Slough	50	390	11
	Necrotic	14	34	46
2nd order polynomial	Granulation	182	33	7
	Slough	35	400	13
	Necrotic	5	22	69
3rd order polynomial	Granulation	195	23	4
	Slough	31	410	10
	Necrotic	3	16	75
RBF kernel	Granulation	184	32	6
	Slough	39	401	11
	Necrotic	4	20	70

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Reference no: EM131041451

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