def __init__(self, C, gamma, n_components=100, random_state=None):
NystroemSet.__init__(self,
gamma=gamma,
n_components=n_components,
random_state=random_state)
OneClassSVM.__init__(self, nu=C, gamma=gamma, kernel='linear')
def __init__(self, sigma=1.0, nu=0.4):
gamma = 1. / (2. * sigma**2)
OneClassSVM.__init__(self, gamma=gamma, nu=nu)