10-Fold results 15-12-2015

 Run #1

CRFClassifier tagged 3207 words in 1 documents at 3095.56 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.7222	0.4815	0.5778	39	15	42
             NE	0.6000	0.7683	0.6738	63	42	19
            ORG	0.5263	0.3125	0.3922	10	9	22
            PER	0.9388	0.5750	0.7132	46	3	34
         Totals	0.6960	0.5745	0.6295	158	69	117


Run #2
CRFClassifier tagged 3214 words in 1 documents at 4565.34 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.7083	0.5231	0.6018	34	14	31
             NE	0.7302	0.6667	0.6970	46	17	23
            ORG	0.6667	0.4167	0.5128	20	10	28
            PER	0.7949	0.3605	0.4960	31	8	55
         Totals	0.7278	0.4888	0.5848	131	49	137

Run #3
CRFClassifier tagged 3219 words in 1 documents at 5166.93 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.6136	0.5934	0.6034	54	34	37
             NE	0.7400	0.5522	0.6325	74	26	60
            ORG	0.6429	0.5806	0.6102	18	10	13
            PER	0.9194	0.6404	0.7550	57	5	32
         Totals	0.7302	0.5884	0.6517	203	75	142


Run #4
CRFClassifier tagged 3211 words in 1 documents at 4735.99 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.6438	0.6267	0.6351	47	26	28
             NE	0.7089	0.5000	0.5864	56	23	56
            ORG	0.5500	0.3548	0.4314	11	9	20
            PER	0.8947	0.4595	0.6071	34	4	40
         Totals	0.7048	0.5068	0.5896	148	62	144

Run #5
CRFClassifier tagged 3215 words in 1 documents at 4693.43 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.5405	0.2222	0.3150	20	17	70
             NE	0.6452	0.1653	0.2632	20	11	101
            ORG	0.4167	0.0357	0.0658	5	7	135
            PER	0.3529	0.2308	0.2791	12	22	40
         Totals	0.5000	0.1414	0.2205	57	57	346

Run #6
CRFClassifier tagged 3213 words in 1 documents at 4570.41 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.8493	0.6966	0.7654	62	11	27
             NE	0.5231	0.5000	0.5113	34	31	34
            ORG	0.6800	0.3864	0.4928	17	8	27
            PER	0.8235	0.6829	0.7467	28	6	13
         Totals	0.7157	0.5826	0.6424	141	56	101

Run #7
CRFClassifier tagged 3210 words in 1 documents at 5297.03 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.6667	0.5763	0.6182	34	17	25
             NE	0.7606	0.5870	0.6626	54	17	38
            ORG	0.8824	0.3846	0.5357	15	2	24
            PER	0.8605	0.5522	0.6727	37	6	30
         Totals	0.7692	0.5447	0.6378	140	42	117

Run #8
CRFClassifier tagged 3218 words in 1 documents at 5249.59 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.7037	0.3519	0.4691	38	16	70
             NE	0.5276	0.6768	0.5929	67	60	32
            ORG	0.8966	0.5417	0.6753	26	3	22
            PER	0.8913	0.7593	0.8200	41	5	13
         Totals	0.6719	0.5566	0.6088	172	84	137

Run #9
CRFClassifier tagged 3253 words in 1 documents at 4700.87 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.8060	0.6279	0.7059	54	13	32
             NE	0.6400	0.6000	0.6194	48	27	32
            ORG	0.5909	0.4815	0.5306	13	9	14
            PER	0.8704	0.6528	0.7460	47	7	25
         Totals	0.7431	0.6113	0.6708	162	56	103

Run #10
CRFClassifier tagged 3046 words in 2 documents at 4440.23 words per second.
         Entity	P	R	F1	TP	FP	FN
            LOC	0.8028	0.6064	0.6909	57	14	37
             NE	0.6870	0.6930	0.6900	79	36	35
            ORG	0.6667	0.6667	0.6667	24	12	12
            PER	0.9512	0.5000	0.6555	39	2	39
         Totals	0.7567	0.6180	0.6803	199	64	123