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Eduardo577
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machine-failure-hg3-logs

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train · 105 rows

Air temperature [K] float64 40 304	Process temperature [K] float64 50 313	Rotational speed [rpm] int64 1.26k 2.07k	Torque [Nm] float64 18.5 62.8	Tool wear [min] int64 0 1.1k	Type stringclasses 3 values	prediction int64 0 0
300.5	310.5	1,695	26.7	28	L	0
295.9	306.6	1,678	26.7	53	L	0
298.8	309.3	1,618	35.1	173	M	0
300	311.2	1,629	31.7	62	L	0
303.4	312.7	1,399	48.4	34	M	0
301.9	310.4	1,286	62.8	22	L	0
302.8	312.2	1,746	27.4	44	L	0
297.3	308.4	1,531	35.6	16	H	0
302.4	310.1	1,645	31.6	93	L	0
302.3	310.1	1,513	40.4	22	L	0
298.8	310.6	1,803	25.4	209	L	0
301.3	311	1,554	47.7	84	L	0
297.5	308.4	1,528	39.9	160	L	0
297.5	308.6	1,472	44.9	198	M	0
303.9	313	1,626	31.4	209	L	0
301	311.2	1,521	35.8	13	M	0
301.5	310.8	1,785	25.5	120	L	0
301.3	311	1,495	40.8	148	M	0
299.8	309.4	1,480	40.9	2	L	0
302.1	311.4	1,467	43.4	33	M	0
300.7	309.6	1,733	24.8	85	L	0
296.1	307.1	1,485	36	169	M	0
299.8	309.6	1,526	41.7	85	L	0
299	310.3	1,689	29.7	101	M	0
297.5	308.2	1,647	31.3	3	L	0
297.4	308.4	1,378	39.9	63	L	0
297.4	309.1	1,478	49.8	150	L	0
297.5	308.8	1,824	24	179	H	0
302.8	310.6	1,617	37.9	207	L	0
299.2	308.4	1,388	53.2	59	H	0
302	311	1,420	45.9	144	L	0
298.9	308.6	1,623	31	180	H	0
299.6	311.1	1,521	37.2	131	L	0
303.6	312.5	1,459	48.2	17	M	0
298.3	308.4	1,593	37	174	L	0
298.8	308.8	1,497	46.8	72	M	0
303.8	313.2	1,710	26.5	190	M	0
301	310.5	1,379	57.3	204	L	0
301.9	311.3	1,501	40.8	59	L	0
299.2	308.4	1,436	41.8	28	L	0
297.4	308.6	1,461	40.1	126	H	0
298.3	307.8	1,485	42	13	M	0
299.7	311.1	1,439	44.9	174	L	0
302.4	311	1,555	40.6	205	L	0
298.8	309.7	1,751	29.6	160	L	0
301.4	310.4	1,639	28.9	94	L	0
299.5	310	1,379	50.4	85	L	0
299.3	310.9	1,826	25.1	2	M	0
298.1	309	1,497	40.5	58	L	0
302	310.4	1,357	58	108	L	0
300.4	309.8	1,421	47.2	0	M	0
303.5	312.4	1,574	32.7	175	L	0
297.9	309	1,456	46.5	52	L	0
300.1	309.7	1,362	49.1	23	L	0
297.6	308.2	2,071	18.5	144	H	0
300.7	310	1,641	34.6	178	M	0
299.8	309.1	1,578	42.1	191	L	0
299.8	309.6	1,434	48	82	M	0
300.5	309.8	1,550	37.4	148	L	0
304.1	313.3	1,480	38.4	72	M	0
302.2	310.6	1,348	48.4	161	L	0
300.3	310.2	1,492	52.3	2	L	0
301	310.9	1,515	37.3	6	L	0
301.1	311.1	1,570	41.6	202	L	0
300.5	309.8	1,939	21.4	164	L	0
304	313	1,701	30.4	171	H	0
301.1	310.5	1,547	35.8	81	M	0
297.9	308.4	1,646	40.6	175	L	0
295.5	306.2	1,448	48.9	65	L	0
300.8	310.7	1,358	48.1	198	L	0
300.2	310.1	1,649	30.5	43	L	0
303.5	313	1,465	41	56	L	0
300.7	310.6	1,616	29.6	47	L	0
300.2	309.5	1,434	51.5	189	M	0
298	308.3	1,362	56.8	216	L	0
301.1	310.5	1,646	30.7	76	M	0
301.7	309.9	1,524	46.6	104	L	0
298	309.2	1,527	39.5	85	L	0
299.6	309.1	1,588	41.3	0	H	0
299.6	310.9	1,533	31.8	91	L	0
300.8	311.7	1,468	38.7	39	H	0
300.7	311.2	1,399	47.9	80	L	0
300.5	309.8	1,428	43.8	119	L	0
298.1	308.7	1,568	32.9	10	L	0
298.1	308.9	1,323	51.7	88	M	0
301.1	310.5	1,309	60.7	100	M	0
297.4	308.7	1,402	40.2	114	L	0
298.3	307.9	1,766	26.5	145	L	0
301	310.9	1,510	44.5	66	M	0
297.2	308.4	1,460	42.1	41	L	0
302.4	311.9	1,422	46.4	194	M	0
301.1	311.3	1,836	22.8	31	M	0
296.7	307.8	1,646	34.6	238	L	0
299.6	310.2	1,512	44	79	L	0
303.4	312	1,521	35.9	215	L	0
298.2	309	1,441	44.2	147	M	0
298.3	308.7	1,667	28.6	18	M	0
298.2	309.3	1,355	43.8	142	L	0
298.5	307.9	1,260	54.2	141	H	0
299.1	310.4	1,594	33.3	147	L	0