def test_multi_hit():
detection_score = score_detection(ground_truth=[(0, 0), (0, 0.5),
(0, -0.5)],
predictions=[(0.0, 0.0)])
assert detection_score.false_positives == 0
assert detection_score.true_positives == 1
assert detection_score.false_negatives == 2
detection_score = score_detection(
ground_truth=[(0, 0), (0, 0.5), (0, -0.5)],
predictions=[(0.0, 0.0), (0.0, 0.0)],
)
assert detection_score.false_positives == 0
assert detection_score.true_positives == 2
assert detection_score.false_negatives == 1
def test_point_merging():
predictions = load_points_csv("resources/points/predictions.csv")
ground_truth = load_points_csv("resources/points/reference.csv")
perfect_detection = score_detection(ground_truth=ground_truth,
predictions=ground_truth)
assert perfect_detection.true_positives == len(ground_truth)
assert perfect_detection.false_positives == 0
assert perfect_detection.false_negatives == 0
detection_score = score_detection(ground_truth=ground_truth,
predictions=predictions)
assert detection_score.true_positives == 13
assert detection_score.false_positives == 1452
assert detection_score.false_negatives == 551
def test_score_detection():
detection_score = score_detection(ground_truth=targets, predictions=preds)
assert detection_score.false_negatives == 2
assert detection_score.true_positives == 2
assert detection_score.false_positives == 3