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| author |  A. Unique TensorFlower <gardener@tensorflow.org> | 2017-09-05 11:14:44 -0700 |
|---|---|---|
| committer | TensorFlower Gardener <gardener@tensorflow.org> | 2017-09-05 11:19:05 -0700 |
| commit | fd9c3f65870718a52c3627569aafc460febaf488 (patch) | |
| tree | 0111e825b7dda0d499ba0bd152371b1a75f73597 /tensorflow/contrib/metrics | |
| parent | f841f34de31e04b3e997b0cb8f31a1286cdc7851 (diff) | |
Verify that predictions are in the expected range for ops that use thresholds, e.g. tf.contrib.metrics.streaming_auc.
PiperOrigin-RevId: 167604306
Diffstat (limited to 'tensorflow/contrib/metrics')
| -rw-r--r-- | tensorflow/contrib/metrics/python/ops/metric_ops_test.py | 9 |
1 files changed, 9 insertions, 0 deletions
diff --git a/tensorflow/contrib/metrics/python/ops/metric_ops_test.py b/tensorflow/contrib/metrics/python/ops/metric_ops_test.py index 00cde08bff..9b959b43a9 100644 --- a/tensorflow/contrib/metrics/python/ops/metric_ops_test.py +++ b/tensorflow/contrib/metrics/python/ops/metric_ops_test.py @@ -1496,6 +1496,15 @@ class StreamingAUCTest(test.TestCase): for _ in range(10): self.assertAlmostEqual(initial_auc, auc.eval(), 5) + def testPredictionsOutOfRange(self): + with self.test_session() as sess: + predictions = constant_op.constant( + [1, -1, 1, -1], shape=(1, 4), dtype=dtypes_lib.float32) + labels = constant_op.constant([0, 1, 1, 0], shape=(1, 4)) + _, update_op = metrics.streaming_auc(predictions, labels) + sess.run(variables.local_variables_initializer()) + self.assertRaises(errors_impl.InvalidArgumentError, update_op.eval) + def testAllCorrect(self): self.allCorrectAsExpected('ROC') |