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svm.txt
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svm.txt
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Calling LoadDataSet
LoadDataSet function took 37470.140 ms
10
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
50
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
100
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
150
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
200
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
250
MRMR
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
10
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
50
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
100
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
150
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
200
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
250
JMI
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
10
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
50
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
100
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
150
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
200
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778
250
JMIM
svm.SVC
Types [1, 2, 2] and maxint [0, 24, 24] detected
--- Evolve in 625 possible combinations ---
gen nevals avg min max
0 50 0.668889 0.666667 0.777778
1 26 0.677778 0.666667 0.777778
2 31 0.691111 0.666667 0.777778
3 29 0.715556 0.666667 0.777778
4 22 0.755556 0.666667 0.777778
5 26 0.773333 0.666667 0.777778
Best individual is: {'kernel': 'rbf', 'C': 5.6234132519034912, 'gamma': 9.9999999999999995e-07}
with fitness: 0.777777777778