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analysis.txt
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1) with total n Zi
Support vectors per class:
[ 4 8 8 9 12 16 7 11 11 11]
Predicted Output:
[]
[0, 0, 0, 0, 1, 1]
[1, 1, 2, 2, 2, 2]
[3, 3, 3, 2, 4, 4]
[4, 4, 3, 5, 8, 5]
[6, 6, 6, 6, 7, 7]
[1, 7, 8, 8, 9, 9]
[7, 9, 9, 0, 7, 6]
[5, 4, 3, 5, 2, 0]
wrong=7/48 = 14.583%
2)with total,Zi,Ri,Ci
Support vectors per class:
[ 6 8 8 9 12 17 7 11 11 10]
Predicted Output:
[]
[0, 0, 0, 0, 1, 1]
[1, 1, 2, 2, 2, 2]
[3, 3, 3, 2, 4, 4]
[4, 4, 3, 5, 8, 5]
[6, 6, 6, 6, 7, 7]
[1, 7, 8, 8, 9, 9]
[7, 9, 9, 0, 7, 6]
[5, 4, 3, 5, 1, 0]
wrong= 6/48 = 12.5%
3)with total,Zi,hm,vm
Support vectors per class:
[ 6 7 11 9 14 16 7 9 13 12]
Predicted Output:
[]
[0, 6, 0, 0, 1, 1]
[1, 1, 2, 2, 2, 2]
[3, 3, 3, 9, 4, 4]
[4, 4, 3, 5, 8, 5]
[6, 6, 6, 6, 7, 7]
[7, 7, 8, 8, 9, 9]
[7, 9, 9, 8, 7, 6]
[5, 4, 3, 5, 1, 0]
wrong= 5/48= 10.41%
4)with total,Zi,hm,vm,Ri,Ci
Support vectors per class:
[ 6 7 11 8 14 16 7 9 12 11]
Predicted Output:
[]
[0, 0, 0, 0, 1, 1]
[1, 1, 2, 2, 2, 2]
[3, 3, 3, 9, 4, 4]
[4, 4, 3, 5, 8, 5]
[6, 6, 6, 6, 7, 7]
[7, 7, 8, 8, 9, 9]
[7, 9, 9, 8, 7, 6]
[5, 4, 3, 5, 1, 0]
wrong= 4/48= 8.33%
5)with total,Zi,Ri,Ci,hm,vm,hmi,vmi
Support vectors per class:
[ 6 8 12 10 15 19 9 10 13 13]
Predicted Output:
[]
[0, 0, 0, 0, 1, 1]
[1, 1, 2, 2, 2, 2]
[3, 3, 3, 3, 4, 4]
[4, 4, 5, 5, 5, 5]
[6, 6, 6, 6, 7, 7]
[7, 7, 8, 8, 9, 9]
[7, 9, 9, 8, 7, 6]
[5, 4, 3, 5, 1, 0]
wrong= 1/48= 2.08%