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| 1 # Copyright 2016 The Chromium Authors. All rights reserved. | 1 # Copyright 2016 The Chromium Authors. All rights reserved. |
| 2 # Use of this source code is governed by a BSD-style license that can be | 2 # Use of this source code is governed by a BSD-style license that can be |
| 3 # found in the LICENSE file. | 3 # found in the LICENSE file. |
| 4 | 4 |
| 5 import random | 5 import random |
| 6 import unittest | 6 import unittest |
| 7 | 7 |
| 8 from crash.loglinear.feature import FeatureValue | 8 from crash.loglinear.feature import FeatureValue |
| 9 from crash.loglinear.model import ToFeatureFunction | 9 from crash.loglinear.model import ToFeatureFunction |
| 10 | 10 |
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| 36 def feature1(x): | 36 def feature1(x): |
| 37 return lambda y: FeatureValue('feature1', y == ((x % 2) == 1), None, None) | 37 return lambda y: FeatureValue('feature1', y == ((x % 2) == 1), None, None) |
| 38 | 38 |
| 39 def feature2(x): | 39 def feature2(x): |
| 40 return lambda y: FeatureValue('feature2', y == (x <= 7), None, None) | 40 return lambda y: FeatureValue('feature2', y == (x <= 7), None, None) |
| 41 | 41 |
| 42 self._feature_list = [feature0, feature1, feature2] | 42 self._feature_list = [feature0, feature1, feature2] |
| 43 self._feature_function = ToFeatureFunction(self._feature_list) | 43 self._feature_function = ToFeatureFunction(self._feature_list) |
| 44 self._qty_features = len(self._feature_list) | 44 self._qty_features = len(self._feature_list) |
| 45 self._X = range(10) | 45 self._X = range(10) |
| 46 self._Y = [False, True] | 46 self._Y = lambda _x: [False, True] |
| 47 self._weights = [random.random() for _ in xrange(self._qty_features)] | 47 self._weights = [random.random() for _ in xrange(self._qty_features)] |
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