An Image Segmentation Method Based on the Law of Universal Gravitation and Adaptive Affinity Propagation Spectrum Clustering

Table 2

Average score and evaluation of dataset.

Dataset	K-means	Mini batch K-means	Affinity propagation	Mean shift	GASC	Ward	AC	BIRCH
Circles	0.00	0.00	0.00	0.00	0.92	0.26	0.92	0.00
Moons	0.36	0.39	0.42	0.44	0.92	0.18	0.26	0.48
Varied	0.75	0.78	0.54	0.80	0.82	0.84	0.56	0.53
Aniso	0.60	0.59	0.55	0.57	0.99	0.68	0.65	0.58
Iris	0.77	0.76	0.75	0.83	0.84	0.63	0.78	0.69
Wine	0.90	0.45	0.67	0.52	0.90	0.52	0.52	0.51
Seeds-dataset	0.72	0.72	0.51	0.48	0.74	0.58	0.74	0.60
Glass	0.33	0.33	0.41	0.47	0.50	0.16	0.33	0.25