Took the output of segmentation as input and then apply svm


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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MATLAB Programming: Took the output of segmentation as input and then apply svm
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