Split (1)

train · 352 rows

label stringclasses 44 values	precision float64 0.81 1	recall float64 0.75 1	f1 float64 0.82 1	support int64 54 15k	tp int64 54 14.8k	fp int64 0 723	fn int64 0 448
NATIONALITY	0.977134	0.967547	0.972317	1,325	1,282	30	43
NATIONAL_ID	0.97955	0.967677	0.973577	495	479	10	16
ORGANIZATION	0.96814	0.980682	0.974371	8,645	8,478	279	167
PASSPORT	0.980477	0.978355	0.979415	462	452	9	10
PASSWORD	0.988439	0.977143	0.982759	350	342	4	8
PERSON	0.994476	0.98716	0.990804	14,953	14,761	82	192
PHONE	0.991701	0.991701	0.991701	2,892	2,868	24	24
PIN	0.937063	0.971014	0.953737	414	402	27	12
PLATE	0.979275	0.969231	0.974227	585	567	12	18
PREFIX	0.948975	0.947249	0.948111	2,199	2,083	112	116
RELIGION	0.955485	0.993388	0.974068	605	601	28	4
SWIFT	0.966368	0.922912	0.94414	467	431	15	36
TICKET_ID	0.942966	0.981013	0.961613	2,528	2,480	150	48
TIME	0.968092	0.905672	0.935842	3,350	3,034	100	316
TIN	0.994024	0.992048	0.993035	1,006	998	6	8
TRADE_UNION	0.942993	0.97543	0.958937	407	397	24	10
URL	0.982771	0.992345	0.987535	1,437	1,426	25	11
USERNAME	0.980408	0.981947	0.981176	1,274	1,251	25	23
WALLET	0.971429	0.985507	0.978417	345	340	10	5
ZIP_CODE	0.995645	0.991327	0.993481	1,153	1,143	5	10
ACCOUNT_ID	0.966526	0.975944	0.971212	3,284	3,205	111	79
ADDRESS	0.949332	0.938097	0.943681	2,197	2,061	110	136
AGE	0.935361	0.966601	0.950725	509	492	34	17
API_KEY	0.986555	0.991554	0.989048	592	587	8	5
BANK_ACCOUNT	0.97543	0.973835	0.974632	1,223	1,191	30	32
BIRTHDATE	0.962243	0.98133	0.971693	857	841	33	16
CARD_ISSUER	0.959641	0.966867	0.963241	1,328	1,284	54	44
CARD_NUMBER	0.970425	0.983146	0.976744	534	525	16	9
COORDINATE	0.963605	0.970332	0.966957	573	556	21	17
CVV	0.962329	0.965636	0.963979	291	281	11	10
DATE	0.970176	0.983487	0.976786	8,236	8,100	249	136
EMAIL	0.987654	0.987395	0.987525	3,808	3,760	47	48
EMPLOYEE_ID	0.952874	0.971864	0.962275	853	829	41	24
ETHNICITY	0.943011	0.950163	0.946573	923	877	53	46
GENDER	0.985583	0.976623	0.981083	770	752	11	18
IBAN	0.975309	0.982238	0.978761	563	553	14	10
INSURANCE_ID	0.970443	0.951691	0.960976	621	591	18	30
IP	0.976023	0.988571	0.982257	700	692	17	8
JOB_TITLE	0.875043	0.918708	0.896344	5,511	5,063	723	448
LICENSE	0.974026	0.968992	0.971503	774	750	20	24
LOCATION	0.931595	0.940407	0.93598	6,343	5,965	438	378
MARITAL	0.986538	0.988439	0.987488	519	513	7	6
MEDICAL_INFO	0.945671	0.944068	0.944869	590	557	32	33
MONEY	0.987848	0.991362	0.989602	1,968	1,951	24	17
NATIONALITY	0.971799	0.962264	0.967008	1,325	1,275	37	50
NATIONAL_ID	0.977505	0.965657	0.971545	495	478	11	17
ORGANIZATION	0.957862	0.970272	0.964027	8,645	8,388	369	257
PASSPORT	0.980477	0.978355	0.979415	462	452	9	10
PASSWORD	0.973988	0.962857	0.968391	350	337	9	13
PERSON	0.983831	0.976593	0.980199	14,953	14,603	240	350
PHONE	0.98686	0.98686	0.98686	2,892	2,854	38	38
PIN	0.927739	0.961353	0.944247	414	398	31	16
PLATE	0.977547	0.967521	0.972509	585	566	13	19
PREFIX	0.944419	0.942701	0.943559	2,199	2,073	122	126
RELIGION	0.944356	0.981818	0.962723	605	594	35	11
SWIFT	0.964126	0.920771	0.94195	467	430	16	37
TICKET_ID	0.939924	0.977848	0.958511	2,528	2,472	158	56
TIME	0.940332	0.879701	0.909007	3,350	2,947	187	403
TIN	0.992032	0.99006	0.991045	1,006	996	8	10
TRADE_UNION	0.900238	0.931204	0.915459	407	379	42	28
URL	0.981392	0.990953	0.98615	1,437	1,424	27	13
USERNAME	0.968652	0.970173	0.969412	1,274	1,236	40	38
WALLET	0.971429	0.985507	0.978417	345	340	10	5
ZIP_CODE	0.994774	0.99046	0.992612	1,153	1,142	6	11
ACCOUNT_ID	0.973346	0.978743	0.976037	1,082	1,059	29	23
ADDRESS	0.976339	0.951456	0.963737	824	784	19	40
AGE	0.994872	0.984772	0.989796	197	194	1	3
API_KEY	1	1	1	253	253	0	0
BANK_ACCOUNT	0.971074	0.971074	0.971074	484	470	14	14
BIRTHDATE	0.962751	0.973913	0.9683	345	336	13	9
CARD_ISSUER	0.97807	0.97807	0.97807	456	446	10	10
CARD_NUMBER	0.984962	0.97037	0.977612	135	131	2	4
COORDINATE	1	0.979167	0.989474	96	94	0	2
CVV	0.955224	0.969697	0.962406	66	64	3	2
DATE	0.983156	0.984028	0.983592	2,254	2,218	38	36
EMAIL	0.996914	0.998454	0.997683	1,294	1,292	4	2
EMPLOYEE_ID	0.985019	0.977695	0.981343	269	263	4	6
ETHNICITY	0.963362	0.967532	0.965443	462	447	17	15
GENDER	0.981818	0.986301	0.984055	219	216	4	3
IBAN	0.992308	0.977273	0.984733	132	129	1	3
INSURANCE_ID	0.992032	0.943182	0.96699	264	249	2	15
IP	0.955357	1	0.977169	107	107	5	0
JOB_TITLE	0.898182	0.933485	0.915493	1,323	1,235	140	88
LICENSE	0.987616	0.981538	0.984568	325	319	4	6
LOCATION	0.954569	0.955579	0.955074	1,891	1,807	86	84
MARITAL	0.993007	0.993007	0.993007	143	142	1	1
MEDICAL_INFO	0.903226	0.928177	0.915531	181	168	18	13
MONEY	0.988327	0.996078	0.992188	510	508	6	2
NATIONALITY	0.987406	0.951456	0.969098	412	392	5	20
NATIONAL_ID	0.982759	1	0.991304	171	171	3	0
ORGANIZATION	0.980573	0.981219	0.980896	3,035	2,978	59	57
PASSPORT	0.985294	0.985294	0.985294	136	134	2	2
PASSWORD	1	0.973451	0.986547	113	110	0	3
PERSON	0.990927	0.97837	0.984609	4,577	4,478	41	99
PHONE	0.994992	0.99749	0.996239	1,195	1,192	6	3
PIN	0.980392	0.990099	0.985222	101	100	2	1
PLATE	0.995261	0.981308	0.988235	214	210	1	4
PREFIX	0.893393	0.890719	0.892054	668	595	71	73
RELIGION	0.961749	0.98324	0.972376	179	176	7	3
SWIFT	1	0.913043	0.954545	138	126	0	12

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