A dockerized framework for hierarchical frequency-based document clustering on cloud computing infrastructures

Journal of Cloud Computing

Advances, Systems and Applications

Table 7 Average values of the internal clustering evaluation metrics per tree level after the application of the branch breaking algorithm on the NYTimes dataset

Level	#C	I	IS	HS	BS	TS
0	1	0.000	0.000	0.32	58.072	NA
1	2	0.000	2.500	0.238	69.462	NA
2	4	25.000	30.000	0.152	79.915	NA
3	7	36.429	47.857	0.121	84.922	NA
4	13	48.462	62.692	0.084	90.207	0.184
5	21	55.238	71.667	0.068	92.481	0.196
6	30	55.167	74.000	0.065	93.397	0.196
7	40	57.875	77.250	0.057	94.202	0.204
8	46	61.957	79.565	0.051	94.636	0.204
9	47	60.638	78.830	0.052	94.432	0.204
10	48	59.375	78.229	0.055	94.223	0.204
11	49	58.163	77.755	0.056	94.071	0.204
12	50	57.000	77.400	0.058	93.913	0.204
13	51	55.882	77.157	0.059	93.794	0.204
14	52	54.808	77.019	0.061	93.692	0.204
15	53	53.774	76.981	0.062	93.619	0.204
16	54	52.778	77.037	0.062	93.575	0.204
17	55	51.818	77.182	0.063	93.554	0.211
18	56	50.893	77.411	0.063	93.554	0.211
19	57	50.000	77.719	0.062	93.575	0.270
20	58	49.138	78.103	0.061	93.596	0.326