Split (1)

train · 10k rows

UDI int64	Product ID string	Type string	Air temperature [K] float64	Process temperature [K] float64	Rotational speed [rpm] int64	Torque [Nm] float64	Tool wear [min] int64	Machine failure int64	TWF int64	HDF int64	PWF int64	OSF int64
4,001	L51180	L	302.1	311.2	1,422	50.3	146	0	0	0	0	0
4,002	H33415	H	302.1	311.2	1,598	37.9	148	0	0	0	0	0
4,003	L51182	L	302.1	311.2	1,454	59.2	153	1	0	0	1	0
4,004	L51183	L	302.1	311.2	1,519	39.3	155	0	0	0	0	0
4,005	L51184	L	302	311.1	1,373	55.7	157	0	0	0	0	0
4,006	M18865	M	302	311.1	1,406	48.8	159	0	0	0	0	0
4,007	L51186	L	302.1	311.2	1,492	45	162	0	0	0	0	0
4,008	L51187	L	302.1	311.2	1,369	50.8	164	0	0	0	0	0
4,009	M18868	M	302.2	311.2	1,471	41.9	166	0	0	0	0	0
4,010	L51189	L	302.2	311.2	1,630	36	169	0	0	0	0	0
4,011	M18870	M	302.1	311.1	1,605	37.6	171	0	0	0	0	0
4,012	L51191	L	302.2	311.1	1,447	52.1	174	0	0	0	0	0
4,013	M18872	M	302.2	311.2	1,360	52.8	176	0	0	0	0	0
4,014	M18873	M	302.2	311.1	1,728	34	179	0	0	0	0	0
4,015	L51194	L	302.1	311	1,740	30.8	182	0	0	0	0	0
4,016	L51195	L	302.1	310.9	1,477	41.4	184	0	0	0	0	0
4,017	L51196	L	302.1	310.9	1,658	30.3	186	0	0	0	0	0
4,018	L51197	L	302	310.8	1,902	23.4	188	0	0	0	0	0
4,019	M18878	M	302	310.8	1,783	23.1	190	0	0	0	0	0
4,020	M18879	M	302	310.9	1,558	45.3	193	0	0	0	0	0
4,021	L51200	L	302.1	311	1,351	49.5	196	0	0	0	0	0
4,022	H33435	H	302.1	310.9	1,452	42.5	198	0	0	0	0	0
4,023	L51202	L	302.1	310.9	1,666	30.7	203	0	0	0	0	0
4,024	L51203	L	302.1	311	1,364	50	205	0	0	0	0	0
4,025	M18884	M	302.1	311	1,351	60.3	207	1	0	0	0	1
4,026	H33439	H	302.1	311	1,729	26.1	210	0	0	0	0	0
4,027	M18886	M	302.1	311	1,574	34.1	215	0	0	0	0	0
4,028	L51207	L	302	311	1,566	37.8	218	0	0	0	0	0
4,029	L51208	L	302	310.9	1,455	43.2	220	0	0	0	0	0
4,030	H33443	H	302	310.9	1,679	29	222	0	0	0	0	0
4,031	L51210	L	302	310.8	2,143	17.3	227	0	0	0	0	0
4,032	L51211	L	302	310.8	1,447	42.7	229	0	0	0	0	0
4,033	L51212	L	302	310.8	1,383	50.3	231	1	0	0	0	1
4,034	L51213	L	302.1	310.8	1,772	27.1	233	0	0	0	0	0
4,035	L51214	L	302	310.8	1,615	29	235	1	1	0	0	0
4,036	L51215	L	302	310.8	1,454	36.6	0	0	0	0	0	0
4,037	L51216	L	302	310.8	1,445	49.1	2	0	0	0	0	0
4,038	M18897	M	302	310.8	1,609	35.2	4	0	0	0	0	0
4,039	L51218	L	302	310.9	1,546	34.4	7	0	0	0	0	0
4,040	L51219	L	301.9	310.8	1,567	39.3	9	0	0	0	0	0
4,041	L51220	L	302	310.8	1,767	27.4	11	0	0	0	0	0
4,042	L51221	L	302	310.9	1,539	34.2	13	0	0	0	0	0
4,043	L51222	L	302	310.9	1,564	39	15	0	0	0	0	0
4,044	M18903	M	302	310.8	1,445	46.3	17	0	0	0	0	0
4,045	M18904	M	301.9	310.9	1,419	47.7	20	1	0	0	0	0
4,046	M18905	M	301.8	310.9	1,881	20.9	23	0	0	0	0	0
4,047	M18906	M	301.9	310.9	1,421	46.2	26	0	0	0	0	0
4,048	L51227	L	301.9	311	1,455	46	29	0	0	0	0	0
4,049	L51228	L	301.9	311	2,691	12.1	31	1	0	0	1	0
4,050	L51229	L	301.8	310.8	1,505	41.2	33	0	0	0	0	0
4,051	L51230	L	301.8	310.8	1,456	46.6	35	0	0	0	0	0
4,052	L51231	L	301.8	310.8	1,383	46.4	37	0	0	0	0	0
4,053	M18912	M	301.9	310.8	1,563	39.2	39	0	0	0	0	0
4,054	M18913	M	301.9	310.9	2,305	16.1	42	0	0	0	0	0
4,055	M18914	M	301.9	310.9	1,456	43.6	45	0	0	0	0	0
4,056	L51235	L	302	311	1,865	22.7	48	0	0	0	0	0
4,057	L51236	L	301.9	310.9	1,597	36.9	50	0	0	0	0	0
4,058	L51237	L	302	310.9	1,495	38.6	52	0	0	0	0	0
4,059	M18918	M	302	310.9	1,456	47.2	54	0	0	0	0	0
4,060	L51239	L	301.9	310.8	1,465	44.3	57	0	0	0	0	0
4,061	M18920	M	302	310.9	1,352	55.5	59	0	0	0	0	0
4,062	L51241	L	301.9	310.8	1,906	21.7	62	0	0	0	0	0
4,063	L51242	L	302	310.9	1,446	44	64	0	0	0	0	0
4,064	L51243	L	302	310.8	1,948	19.7	66	0	0	0	0	0
4,065	L51244	L	301.9	310.7	1,480	47.1	68	0	0	0	0	0
4,066	M18925	M	301.9	310.7	1,511	37.6	70	0	0	0	0	0
4,067	M18926	M	301.9	310.7	1,472	47	73	0	0	0	0	0
4,068	L51247	L	301.9	310.7	1,429	51	76	0	0	0	0	0
4,069	L51248	L	301.9	310.7	1,405	48.8	78	0	0	0	0	0
4,070	M18929	M	301.9	310.7	1,405	47.9	80	0	0	0	0	0
4,071	L51250	L	302	310.7	1,348	58.1	83	0	0	0	0	0
4,072	L51251	L	301.9	310.6	1,331	68.6	85	1	0	0	1	0
4,073	L51252	L	301.9	310.6	1,610	33.4	87	0	0	0	0	0
4,074	M18933	M	301.9	310.6	1,412	46.5	89	0	0	0	0	0
4,075	L51254	L	302	310.7	1,453	42.7	92	0	0	0	0	0
4,076	L51255	L	302	310.6	1,583	38.9	94	0	0	0	0	0
4,077	M18936	M	302	310.6	1,539	37.4	96	0	0	0	0	0
4,078	L51257	L	302	310.5	1,635	39.8	99	0	0	0	0	0
4,079	H33492	H	302.1	310.7	1,294	62.4	101	1	0	1	0	0
4,080	L51259	L	302	310.5	1,978	22	106	0	0	0	0	0
4,081	L51260	L	302	310.4	1,357	58	108	1	0	1	0	0
4,082	L51261	L	302	310.4	1,336	58.2	110	1	0	1	0	0
4,083	L51262	L	302	310.4	1,568	39.2	112	0	0	0	0	0
4,084	M18943	M	302	310.4	1,567	36.4	114	0	0	0	0	0
4,085	L51264	L	302	310.4	1,611	35.6	117	0	0	0	0	0
4,086	H33499	H	302	310.5	1,841	23.6	119	0	0	0	0	0
4,087	L51266	L	302	310.5	1,567	36.1	124	0	0	0	0	0
4,088	L51267	L	301.9	310.4	1,376	54.9	126	1	0	1	0	0
4,089	L51268	L	301.9	310.5	1,477	42.4	128	0	0	0	0	0
4,090	M18949	M	301.9	310.5	1,590	40.3	130	0	0	0	0	0
4,091	L51270	L	302	310.5	2,197	15.8	133	0	0	0	0	0
4,092	M18951	M	302	310.4	1,595	32.9	135	0	0	0	0	0
4,093	H33506	H	302	310.5	1,812	24.4	138	0	0	0	0	0
4,094	M18953	M	302	310.5	1,573	32.1	143	0	0	0	0	0
4,095	L51274	L	302	310.5	1,651	30.9	146	0	0	0	0	0
4,096	H33509	H	302	310.5	1,459	43.2	148	0	0	0	0	0
4,097	L51276	L	301.9	310.4	1,370	51.7	153	1	0	1	0	0
4,098	L51277	L	301.9	310.4	1,518	34.1	155	0	0	0	0	0
4,099	L51278	L	302	310.3	1,648	29.6	157	0	0	0	0	0
4,100	L51279	L	302	310.4	1,464	47.2	159	0	0	0	0	0

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