src.evaluation_metricΒΆ

Functions

clustering_accuracy

Clustering accuracy for clusters.

clustering_purity

Clustering purity for clusters.

format_accuracy_metric

Helper function for formatting precision, recall and f1 score metric

format_metric

Helping function for formatting single metric.

matching_accuracy

Matching Accuracy between predicted permutation matrix and ground truth permutation matrix.

matching_precision

Matching Precision between predicted permutation matrix and ground truth permutation matrix.

matching_recall

Matching Recall between predicted permutation matrix and ground truth permutation matrix.

objective_score

Objective score given predicted permutation matrix and affinity matrix from the problem.

pck

Percentage of Correct Keypoints (PCK) evaluation metric.

rand_index

Rand index measurement for clusters.