Table 2.

Micro precision, recall and F-measure for different system configurations, with highest value for each measure per category in bold

		Acc	BAC			CON			EXP			GOA			MET			MOT			OBS			RES			MOD			OBJ			HYP
Features	Classifier		P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F	P	R	F
Base	Multinomial	14	19	19	19	9	9	9	10	10	10	1	1	1	11	11	11	1	1	1	13	14	14	21	22	21	9	9	9	3	3	3	2	2	2
ngrams	CRFSuite	45.3	45	60	51	35	28	31	72	74	73	42	17	24	29	28	28	24	11	15	49	49	49	43	43	43	49	47	48	42	26	32	24	12	16
	LibLinear	39.9	41	47	44	26	23	25	61	67	64	27	18	22	24	24	24	15	12	14	43	45	44	38	37	38	39	39	39	31	25	27	17	13	15
	LibSVM	41.2	41	50	45	30	22	25	66	66	66	30	23	26	26	25	26	22	15	18	48	44	46	39	44	41	45	38	41	33	28	30	21	13	16
Hist+ngram	LibLinear	41.2	44	52	47	29	27	28	68	70	69	32	19	24	26	26	26	15	12	13	44	45	45	40	38	39	43	42	42	31	23	26	17	12	14
	LibSVM	44.9	45	62	52	36	27	30	74	66	70	39	12	19	28	31	29	26	05	08	49	43	46	42	49	45	52	42	46	39	19	26	23	09	13
All Binary	CRFSuite	34.7	60	51	55	51	32	39	78	72	75	39	13	19	33	17	22	28	10	15	53	40	46	46	31	37	58	37	45	42	18	25	28	06	10
	LibLinear	34.6	53	60	56	41	39	40	69	73	71	32	21	25	27	25	26	23	18	20	45	47	46	44	43	43	45	45	45	35	26	30	18	12	14
All Multi	CRFSuite	50.4	56	65	60	46	42	44	74	78	76	41	21	28	31	29	30	29	13	18	50	52	51	46	49	47	53	52	52	42	28	34	26	14	18
	LibLinear	47.7	54	60	57	43	40	41	69	73	71	35	20	25	29	28	28	22	16	18	47	49	48	45	44	45	49	49	49	38	28	32	21	15	18
	Libsvm	51.6	56	68	62	50	41	45	72	78	75	37	20	26	33	25	29	25	06	10	53	47	50	46	57	51	54	52	53	43	29	34	32	13	19