def test_compare_by_index_stats_nearly_identical_annotations_avg_accuracy(self):
"""
Tests that when compare_by_index_stats() is called with nearly identical Annotations, the average accuracy
is less than 1.
"""
annotations1 = Annotations(self.ann_file_path_one_modified)
annotations2 = Annotations(self.ann_file_path_one)
comparison = annotations1.compare_by_index_stats(annotations2)
accuracy = comparison["avg_accuracy"]
self.assertLess(accuracy, 1)
def test_compare_by_index_stats_equivalent_annotations_avg_accuracy_one(self):
"""
Tests that when compare_by_index_stats() is called on two Annotations representing the same dataset, the
average accuracy is one.
"""
annotations1 = Annotations(self.ann_file_path_one)
annotations2 = Annotations(self.ann_file_path_one)
comparison = annotations1.compare_by_index_stats(annotations2)
actual = comparison["avg_accuracy"]
self.assertEqual(actual, 1)
