def METHOD_NAME(self,
                       accuracy=None, time_tolerance=None, interpretability=None,
                       **kwargs):
    nu = min(kwargs['nu'], 1) if 'nu' in kwargs else 0.5
    kernel = kwargs['kernel'] if "kernel" in kwargs and kwargs['kernel'] in ['linear',
                                                                             'rbf',
                                                                             'poly',
                                                                             'sigmoid'] else 'rbf'
    degree = kwargs['degree'] if 'degree' in kwargs and kwargs['degree'] in [3, 4, 5, 6] else 3
    self.params = {'nu': nu,
                   'kernel': kernel,
                   'degree': degree,
                   'probability': True
                   }