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pgurazada1
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machine-failure-logs

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train · 1.26k rows

Air temperature [K] float64 0 400	Process temperature [K] float64 0 350	Rotational speed [rpm] int64 0 50k	Torque [Nm] float64 0 5k	Tool wear [min] int64 0 1k	Type stringclasses 3 values	prediction int64 0 1
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0
34	33	4,000	5,000	5	M	1
34	33	4,000	5,000	5	M	1
300.8	310.3	1,538	36.1	198	L	0
300.8	310.3	1,538	36.1	198	L	0
300.8	310.3	1,538	36.1	198	L	0
400	350	2,000	50	200	L	1
314	343	1,700	14	2	L	0
314	343	1,700	14	2	M	0
314	343	1,700	14	2	H	0
314	343	17,000	140	20	L	1
314	343	17,000	140	20	L	1
314	343	17,000	140	20	L	1
314	343	17,000	140	20	H	1
314	343	17,000	140	20	M	1
314	343	17,000	140	20	M	1
300.5	310.5	1,695	26.7	28	L	0
302.9	311.2	1,634	36.9	71	L	0
299.4	309.9	1,567	40.6	87	M	0
298.6	308.3	1,422	40.4	179	L	0
300.3	310	1,537	37.5	6	M	0
301.8	310.6	1,395	50.5	131	L	0
300.7	309.6	1,541	34.6	131	L	0
298.2	307.9	1,462	45.5	171	H	0
302.3	311.7	1,341	46.3	194	M	0
301.3	310.4	1,695	30.9	108	L	0
298.1	308.9	1,323	51.7	88	M	0
301.6	310.4	1,517	41.1	167	L	0
302.7	312.4	1,444	48.7	9	L	0
303.6	312.6	1,540	39.8	21	L	0
301	310.8	1,475	35.3	19	L	0
297.5	308.6	1,536	39	202	L	0
295.5	306	1,326	50.8	18	M	0
302	310.6	1,539	37.4	96	M	0
298.4	309.1	1,423	48	135	L	0
301.4	310.1	1,502	46.6	37	L	0
298.8	310	1,389	49.6	149	L	0
301.6	310.5	1,809	25.5	40	L	0
300.3	310.2	1,429	44.7	203	M	0
302.4	310.1	1,418	52.3	141	L	0
299.1	309	1,450	43	40	L	0
301.7	310.7	1,763	25.9	3	L	0
298.8	309.9	1,466	44.6	66	H	0
300.2	310.6	1,431	42.3	113	L	0
300.9	310.7	1,479	43.3	201	L	0
299.1	310.4	1,594	33.3	147	L	0
297.4	308.5	1,782	25.9	54	L	0
300.1	311.5	1,334	54	26	L	0
303.6	312.7	1,403	46.2	57	H	0
299	310.1	2,053	19.7	137	H	0
299	310.3	1,577	40	181	L	0
302.5	310.4	1,580	35.6	176	M	0
297.5	309.3	1,479	39.4	22	L	0
298.4	309.7	1,581	34.6	150	L	0
297.4	309.2	1,428	38.8	26	L	0
298.5	309.6	1,462	45.1	115	L	0
303.5	313	1,465	41	56	L	0
297.9	308.9	1,393	40.6	45	L	0
300.5	311.9	1,710	28.4	158	L	0
297.8	308.8	1,548	36.9	64	L	0
298.1	307.4	1,608	33.9	193	L	0
300.4	309.5	1,711	29.2	215	L	0
301.3	311	1,463	50.2	214	M	0
301.2	310.3	1,451	39.7	123	L	0
297.7	307.3	1,365	49.2	36	M	0
299.1	308.6	1,437	41.6	183	L	0
302.5	311.9	1,401	44.9	203	L	0
302.1	311.4	1,467	43.4	33	M	0
302.3	311.4	1,535	41.8	77	L	0
300.1	309.2	1,687	27.7	95	M	0
303.4	311.6	1,712	30.1	182	L	0
300.8	311.2	1,429	52.3	77	M	0
302.4	312	1,621	32.5	169	L	0
299.6	309.4	1,643	32.9	145	L	0
297	307.8	1,404	40.7	184	H	0
303.7	312.7	1,395	53.9	123	L	0
302	309.8	1,456	58.1	145	L	1
299.4	310.9	1,751	27.8	10	L	0
300.6	309.5	1,471	49.6	29	L	0
301	310.9	1,479	44.3	194	L	0
300.4	309.8	1,517	40.3	149	M	0
298.8	310	1,484	44.9	80	M	0
302.4	310.3	1,480	45.8	123	L	0
301.1	311.1	2,089	19.8	162	M	0
297.6	308.7	1,419	41.7	81	M	0
297.1	308.5	1,578	35.6	46	L	0
300.4	309.8	1,448	39.7	107	H	0
297.1	307.9	1,496	44.7	88	L	0
300.8	309.9	2,041	19.2	194	H	0
300.6	312.1	1,354	46.9	138	H	0
300.5	309.8	1,663	29.1	145	L	0