Table 7. The F1-score of the proposed model compared to traditional models (part 1).

Name of the project	DNN	MLP	KNN	NB	DT	LR	RF	SVM	Ferenc et al. (2020)
ceylon-ide-eclipse	81.86	72.51	72.04	3.69	78.71	71.32	83.81	75.79	53.95
BroadleafCommerce	87.86	85.59	81.13	2.66	77.81	88.85	81.32	88.96	73.66
hazelcast	70.70	64.52	67.80	76.81	53.34	56.96	72.64	4.73	71.70
elasticsearch	78.50	72.73	72.02	78.77	71.67	70.31	76.52	2.14	64.11
MapDB	85.92	76.22	72.56	3.84	75.24	71.20	83.08	70.76	56.10
netty	84.71	72.87	70.72	79.89	62.17	57.13	80.10	56.31	64.12
orientdb	82.29	76.67	75.25	81.60	70.39	72.62	80.47	68.46	62.36
neo4j	83.97	69.30	72.06	81.94	71.93	62.53	83.51	58.45	60.86
titan	85.37	80.83	75.43	3.17	70.95	75.98	84.85	75.24	62.16
mcMMO	74.67	68.80	62.92	3.41	73.24	60.90	72.64	67.72	58.15
Android-Universal-Image-Loader	77.50	74.17	61.55	82.14	87.66	64.91	67.26	71.36	55.69
antlr4	86.97	82.35	76.35	7.65	74.70	72.60	83.86	67.37	75.73
junit	87.86	80.57	68.70	13.80	85.70	71.92	81.16	69.75	66.38
mct	96.67	96.67	83.33	47.97	96.67	65.56	89.52	73.36	68.76
oryx	96.39	92.87	84.29	46.04	90.96	87.33	94.02	87.99	66.78
Average	84.08	77.77	73.07	40.89	76.07	70.00	80.98	62.55	64.03