The model now supports the use of 'SVC' classfier with both the rbf and the poly kernels.
The default parameters are as follows:
'SVC': [
{
'kernel': ['rbf'],
'C': [0.1, 1, 100, 1000],
'gamma': [0.01, 0.1, 1, 10, 'auto']
},
{
'kernel': ['poly'],
'degree': [1, 2, 3, 4],
'coef0': [0.0, 1],
'C': [0.1, 1, 100, 1000],
'gamma': [0.01, 0.1, 1, 10, 'auto']
},
]