def __init__(
self,
log_C=0,
log_gamma=-5,
log_epsilon=0,
):
SVR.__init__(
self,
cache_size=2000,
C=2**log_C,
gamma=2**log_gamma,
epsilon=2**log_epsilon,
)
def __init__(self):
SVR.__init__(self, kernel='poly', C=1e3, degree=2)
def __init__(self):
SVR.__init__(self, kernel='rbf', C=1e3, gamma=0.1)
def __init__(self):
SVR.__init__(self, kernel='linear', C=1e3)
def __init__(self, pmml):
PMMLBaseRegressor.__init__(self, pmml)
OneHotEncodingMixin.__init__(self)
SVR.__init__(self)
PMMLBaseSVM.__init__(self)
