| 549 | _impl = 'nu_svr' |
| 550 | |
| 551 | def __init__(self, kernel='rbf', degree=3, gamma='auto', |
| 552 | coef0=0.0, nu=0.5, C=1.0, tol=0.001, probability=False, |
| 553 | shrinking=False, cache_size=None, verbose=False, |
| 554 | max_iter=-1, n_jobs=-1, max_mem_size=-1, gpu_id=0): |
| 555 | super(NuSVR, self).__init__( |
| 556 | kernel=kernel, degree=degree, gamma=gamma, |
| 557 | coef0=coef0, nu=nu, C=C, epsilon=0., |
| 558 | tol=tol, probability=probability, class_weight=None, |
| 559 | shrinking=shrinking, cache_size=cache_size, verbose=verbose, |
| 560 | max_iter=max_iter, n_jobs=n_jobs, max_mem_size=max_mem_size, random_state=None, gpu_id=gpu_id |
| 561 | ) |