Burner: Recipe Automatic Generation for HPC Container Based on Domain Knowledge Graph

Table 4

Performance comparison of the four recommendation methods.

N	Precision				Recall				F1
	UserCF	ItemCF	TB-TFIDF	TB	UserCF	ItemCF	TB-TFIDF	TB	UserCF	ItemCF	TB-TFIDF	TB
5	19.82	18.66	17.29	15.41	20.7	19.49	11.72	10.44	19.066	20.25	13.97	12.447
10	14.69	13.2	15.17	13.72	30.51	27.42	20.51	18.56	19.832	17.821	17.44	15.777
15	11.22	10.22	14.29	13.06	34.81	31.72	28.7	26.22	16.97	15.459	19.08	17.435
20	9.32	8.24	12.88	12.26	38.44	34.01	34.18	32.53	15.003	13.266	18.71	17.808
25	7.97	7.1	11.69	11.39	40.99	36.56	38.54	37.57	13.345	11.891	17.939	17.48
30	7.03	6.18	10.99	10.8	43.28	38.04	43.28	42.52	12.095	10.633	17.529	17.225
35	6.26	5.48	10.36	9.96	44.89	39.25	47.71	45.6	10.988	9.617	17.004	16.349
40	5.76	4.9	9.69	9.26	47.04	40.05	50.56	48.31	10.263	8.732	16.263	15.541
45	5.3	4.5	9.02	8.55	48.66	41.26	52.85	50.04	9.559	8.115	15.409	14.605
50	4.88	4.12	8.39	8.01	49.6	41.94	54.47	51.99	8.886	7.503	14.54	13.881