| 1392 | ) |
| 1393 | |
| 1394 | def test_predict(self): |
| 1395 | for n_learners in range(1, 10): |
| 1396 | for n_instances in range(1, 10): |
| 1397 | prediction = np.random.randint( |
| 1398 | 10, size=(n_instances, n_learners)) |
| 1399 | committee = modAL.models.learners.Committee( |
| 1400 | learner_list=[mock.MockActiveLearner( |
| 1401 | mock.MockEstimator(classes_=np.asarray([0])), |
| 1402 | predict_return=prediction[:, learner_idx] |
| 1403 | ) |
| 1404 | for learner_idx in range(n_learners)] |
| 1405 | ) |
| 1406 | np.testing.assert_equal( |
| 1407 | committee.vote(np.random.rand(n_instances, 5)), |
| 1408 | prediction |
| 1409 | ) |
| 1410 | |
| 1411 | def test_predict_proba(self): |
| 1412 | for n_samples in range(1, 100): |