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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
303.6	312.2	1,696	30.7	5	L	0
300.1	310.4	1,554	39.4	115	L	0
300.2	311.3	1,487	36.9	71	L	0
303	312.3	1,483	38.8	114	M	0
297.5	308.6	1,429	50.5	129	M	0
302.6	312.1	1,499	35	215	L	0
299.5	308.8	1,886	20.9	117	M	0
298.2	308.8	1,626	40.4	20	M	0
298.8	309.9	1,466	44.6	66	H	0
300.4	309.8	1,448	39.7	107	H	0
299.8	310.8	1,530	35.2	163	M	0
298.5	309.8	1,468	40.9	157	L	0
298.5	309.8	1,593	35.1	203	L	0
303.4	311.8	2,268	15.8	20	L	0
297.7	309.3	1,559	36.9	145	L	0
301.9	311	1,432	41.5	51	M	0
297.5	308.6	1,355	58.9	138	H	0
298.8	310.3	1,366	59	94	M	0
299.1	308.3	1,521	36.5	40	H	0
303.6	312.6	1,498	40.2	155	H	0
298.6	310	1,681	35.5	44	M	0
300.9	310.5	1,702	29.3	32	M	0
300.1	311.3	1,650	33.8	38	M	0
302.2	311.1	1,447	52.1	174	L	0
301.8	310.8	1,470	37.6	204	H	0
301.8	310.7	1,551	37.7	64	L	0
301.3	310.6	1,378	49.4	173	M	0
302.9	312.5	1,679	30.9	79	M	0
297.5	308	1,429	45.8	148	M	0
297.4	308.5	1,497	36.4	56	M	0
300.8	310.3	1,538	36.1	198	L	0
300.4	309.5	1,711	29.2	215	L	0
299.4	308.6	1,746	26.8	107	L	0
295.9	306.6	1,678	26.7	53	L	0
298.2	307.9	1,529	36.6	105	M	0
299	308.6	1,434	45.9	108	L	0
301.4	310.6	1,648	30.7	90	L	0
302.3	310.9	1,412	48.9	28	L	0
299.3	309.1	1,531	37.9	127	L	0
302.1	310.6	1,421	52	95	M	0
300.5	310.5	1,695	26.7	28	L	0
299.1	310	1,431	49.5	205	H	0
300.9	311.3	1,668	28.9	183	H	0
300.5	309.7	1,341	50.9	137	M	0
297.3	308.2	1,446	53.5	7	L	0
300.7	310.6	1,407	40.5	87	L	0
301.1	310.2	1,496	43.4	54	L	0
300.3	310	1,560	40.8	182	L	0
302.7	310.5	1,520	39.3	73	L	0
300.4	309.6	1,432	44.7	192	L	0
302.8	312.4	1,523	39.7	239	L	0
300.3	309.9	1,601	31.7	180	L	0
301.1	310.6	1,417	47.6	10	L	0
297.5	309.3	1,564	37.5	20	L	0
299.1	308.6	1,408	46.7	196	L	0
302.5	312	1,447	45.7	210	M	0
302	310.6	1,539	37.4	96	M	0
298.9	310.1	1,442	42.9	153	M	0
301.9	311	1,455	46	29	L	0
298.4	308.3	1,318	59.1	22	L	0
298.8	309.8	1,437	42.8	23	L	0
300.3	311.1	1,605	37.1	160	L	0
297.5	308.5	1,691	33.1	9	L	0
296.3	307.2	1,646	35	192	L	0
298.8	309.8	1,508	36.3	69	L	0
297.3	308.3	1,471	38.2	37	L	0
300.3	311.5	1,540	41.5	151	M	0
299	310	1,484	39.6	212	L	0
298.7	308.4	1,441	43.2	132	M	0
297.4	308.5	1,566	31.4	76	M	0
299.6	310.2	1,512	44	79	L	0
300.7	311.8	1,478	41.9	207	L	0
300.7	311.5	1,441	40.6	33	M	0
297.2	308.4	1,605	30	183	L	0
301.7	310.6	1,406	46	112	L	0
298.9	309.7	1,407	48.6	161	H	0
297.5	308.7	1,761	26.2	164	L	0
301.9	310.9	1,569	32.5	188	M	0
302	310.6	1,325	55.3	192	L	0
302	311.2	1,400	49.5	20	M	0
303.7	312.6	1,396	44.1	136	L	0
303.1	312.4	1,404	61.5	127	L	1
303.5	313	1,465	41	56	L	0
298.6	309.8	1,637	34.6	207	L	0
304.2	313.3	1,625	37.3	27	H	0
300.6	309.4	1,581	35.7	117	M	0
297.7	308.2	1,446	43.9	172	L	0
302.5	310.2	1,454	43	108	L	0
303.7	312.7	1,468	43.3	168	L	0
300.9	310.7	1,468	36.2	208	L	0
304.1	313.6	1,556	37.4	129	L	0
296.4	307.4	1,512	36.8	46	L	0
300	309.6	1,477	38.1	13	M	0
298.7	309.8	1,695	29	145	L	0
300.5	309.8	1,345	62.7	153	L	1
298.1	308.7	1,568	32.9	10	L	0
301.5	310.7	1,460	38.6	14	M	0
302.5	310.3	1,539	39	119	L	0
298.3	308.4	1,490	41.7	170	L	0
297.4	308	1,423	38	154	L	0