

Print v-cube ..

v-cube:  etree_svm-13__test-leaf-main
dims:    ['data_factory', 'sample', 'svd_pruning', 'data_tray', 'epsilon', 'sigma_sequence', 'kernel', 'c', 'mm_svm', 'leaf']

data_factory:   ['parkinsons']
sample:         ['mean']
svd_pruning:    ['0']
data_tray:      ['DataTray']
epsilon:        ['-8']
sigma_sequence: ['0', '[0.10000000000000001, 0.0001]', '[0.10000000000000001, 0.01]', '[0.0001]', '[0.01]']
kernel:         ['poly_2_1.0']
c:              ['6', '12', '18', '24']
mm_svm:         ['LIBSVM', 'MMBCSO.SVML1']
leaf:           ['error_rate']

left dims:  ['sigma_sequence', 'c', 'mm_svm'] 

[[[  0.138731    0.153882 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.030776 ]
  [  0.030776    0.351799 ]]

 [[  0.138731    0.153882 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.061553 ]
  [  0.030776    0.386363 ]]

 [[  0.138731    0.138731 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.061079 ]
  [  0.030776    0.461174 ]]

 [[  0.138731    0.153882 ]
  [  0.062026    0.123579 ]
  [  0.030776    0.185132 ]
  [  0.030776    0.503314 ]]

 [[  0.138731    0.138731 ]
  [  0.062026    0.108428 ]
  [  0.030776    0.200757 ]
  [  0.030776    0.509469 ]]]












class sigma_sequence(ENode):
    
    def descent(self):
        return [ 
                [1, 0.1,             ],
                [1, 0.1, 0.01,       ],
                [1, 0.1, 0.01, 0.0001],
                [0.1,             ],
                [0.1, 0.01,       ],
                [0.1, 0.01, 0.0001],
                ]



Print v-cube ..

v-cube:  etree_svm-13__test-leaf-main
dims:    ['data_factory', 'sample', 'svd_pruning', 'data_tray', 'epsilon', 'sigma_sequence', 'kernel', 'c', 'mm_svm', 'leaf']

data_factory:   ['parkinsons']
sample:         ['mean']
svd_pruning:    ['0']
data_tray:      ['DataTray']
epsilon:        ['-8']
sigma_sequence: ['[1, 0.10000000000000001]', '[1, 0.10000000000000001, 0.01]', '2', '[0.10000000000000001]', '[0.10000000000000001, 0.01]', '5']
kernel:         ['poly_2_1.0']
c:              ['6', '12', '18', '24']
mm_svm:         ['LIBSVM', 'MMBCSO.SVML1']
leaf:           ['error_rate']

left dims:  ['sigma_sequence', 'c', 'mm_svm'] 

[[[  0.138731    0.123106 ]
  [  0.062026    0.015625 ]
  [  0.030776    0.030776 ]
  [  0.030776    0.479640 ]]

 [[  0.138731    0.138731 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.030776 ]
  [  0.030776    0.614583 ]]

 [[  0.138731    0.153882 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.030776 ]
  [  0.030776    0.386837 ]]

 [[  0.138731    0.123106 ]
  [  0.062026    0.0625   ]
  [  0.030776    0.107481 ]
  [  0.030776    0.598484 ]]

 [[  0.138731    0.138731 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.045928 ]
  [  0.030776    0.549715 ]]

 [[  0.138731    0.153882 ]
  [  0.062026    0.046401 ]
  [  0.030776    0.030776 ]
  [  0.030776    0.355113 ]]]






