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remove unneed test and cosmetic
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@@ -192,10 +192,9 @@ class Stree(BaseEstimator, ClassifierMixin):
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if self.use_predictions:
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if self.use_predictions:
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res = np.expand_dims(node._clf.decision_function(data), 1)
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res = np.expand_dims(node._clf.decision_function(data), 1)
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else:
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else:
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"""doesn't work with multiclass as each sample has to do inner
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# doesn't work with multiclass as each sample has to do inner
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product with its own coefficients computes positition of every
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# product with its own coefficients computes positition of every
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sample is w.r.t. the hyperplane
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# sample is w.r.t. the hyperplane
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"""
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res = self._linear_function(data, node)
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res = self._linear_function(data, node)
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return res
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return res
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@@ -95,9 +95,6 @@ class Stree_grapher_test(unittest.TestCase):
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num_figures_after = plt.gcf().number
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num_figures_after = plt.gcf().number
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self.assertEqual(7, num_figures_after - num_figures_before)
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self.assertEqual(7, num_figures_after - num_figures_before)
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def test_filt_4_dims_dataset(self):
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self._clf.fit(*get_dataset(self._random_state, n_features=4))
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class Snode_graph_test(unittest.TestCase):
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class Snode_graph_test(unittest.TestCase):
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def __init__(self, *args, **kwargs):
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def __init__(self, *args, **kwargs):
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