Mock classifier object for testing.
| 13 | |
| 14 | |
| 15 | class MockEstimator: |
| 16 | """ |
| 17 | Mock classifier object for testing. |
| 18 | """ |
| 19 | def __init__( |
| 20 | self, predict_proba_return=None, predict_return=None, score_return=None, |
| 21 | classes_=None, fitted=True |
| 22 | ): |
| 23 | self.fitted = fitted |
| 24 | |
| 25 | if fitted: |
| 26 | self.classes_ = classes_ |
| 27 | |
| 28 | self.predict_return = predict_return |
| 29 | self.predict_proba_return = predict_proba_return |
| 30 | self.score_return = score_return |
| 31 | |
| 32 | def fit(self, *args, **kwargs): |
| 33 | pass |
| 34 | |
| 35 | def predict(self, *args, **kwargs): |
| 36 | if not self.fitted: |
| 37 | raise NotFittedError |
| 38 | |
| 39 | return self.predict_return |
| 40 | |
| 41 | def predict_proba(self, *args, **kwargs): |
| 42 | if not self.fitted: |
| 43 | raise NotFittedError |
| 44 | |
| 45 | return self.predict_proba_return |
| 46 | |
| 47 | def score(self, *args, **kwargs): |
| 48 | return self.score_return |
| 49 | |
| 50 | |
| 51 | class MockActiveLearner: |
nothing calls this directly
no outgoing calls
no test coverage detected
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