Beispiel #1
0
    def __init__(self, labeled_sample, unlabeled_sample, **kwargs):
        r"""
        See ``SVMClassificationAlgorithm`` for full documentation.

        """

        SVMClassificationAlgorithm.__init__(self, labeled_sample, **kwargs)

        self.unlabeled_sample = unlabeled_sample

        try:
            self.solver = kwargs['solver']
        except KeyError:
            self.solver = SVMUncertainClassificationAlgorithm.default_solver
Beispiel #2
0
    def __init__(self, sample, **kwargs):
        r"""
        See ``SVMVQClassificationAlgorithm`` for full documentation.

        """

        standard_sample = [a.example for a in sample]

        SVMClassificationAlgorithm.__init__(self, standard_sample, **kwargs)

        self.sample = sample
        self.model = None

        try:
            self.solver = kwargs['solver']
        except KeyError:
            self.solver = SVMVQClassificationAlgorithm.default_solver