def test_DBCV(data):
kmeans = KMeans(n_clusters=2)
kmeans_labels = kmeans.fit_predict(data)
hdbscanner = hdbscan.HDBSCAN()
hdbscan_labels = hdbscanner.fit_predict(data)
kmeans_score = DBCV.DBCV(data, kmeans_labels, dist_function=euclidean)
hdbscan_score = DBCV.DBCV(data, hdbscan_labels, dist_function=euclidean)
assert hdbscan_score > kmeans_score
评论列表
文章目录