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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
301.9	310.6	1,260	65.9	29	M	0
300.2	311.8	1,410	51.4	189	L	0
300	309	1,454	51.7	2	L	0
297.3	308.6	1,471	50.7	157	M	0
298.2	308.9	1,278	54	18	L	0
300.1	311.4	1,390	52.1	94	M	0
300.2	309.7	1,448	36.8	14	L	0
297.4	308.5	1,486	48.6	75	L	0
297.2	308.5	1,364	54	43	M	0
298.2	308.9	1,326	54.4	75	M	0
299.3	309.1	1,634	36.8	62	L	0
298.7	309.7	1,547	37.4	0	L	0
302.4	310.9	1,444	40.7	174	H	0
300.4	310.5	1,818	25.1	14	L	0
300.4	311	1,433	46.1	199	M	0
296.6	307.6	1,459	40.2	96	L	0
297.5	308.4	1,528	39.9	160	L	0
302.2	311.4	1,625	35.4	70	H	0
299	310.2	1,628	35.8	64	M	0
303.5	311.8	1,927	21.9	195	L	0
297.7	308.7	1,449	40.2	95	L	0
298	308.7	1,377	48.5	181	M	0
300.8	312.3	1,858	26.3	144	L	0
299.2	310.6	1,443	50.9	85	M	0
301.3	311.3	1,509	42.5	213	L	0
304.1	313.2	1,824	25.8	186	L	0
302.6	312	1,781	28.5	196	L	0
302.3	311	1,384	49.7	192	M	0
297.9	307.4	1,403	52.8	0	M	0
297.3	308.4	1,513	40.5	25	L	0
301.4	310.6	1,459	35	87	M	0
301	310.5	1,248	61.4	77	L	0
300.6	309.7	1,470	43.8	18	H	0
302.2	310.8	2,203	16.6	47	L	0
296.9	308.4	1,557	32.4	173	L	0
300.7	309.6	1,733	24.8	85	L	0
300.1	309.3	1,340	56	130	L	0
298.9	308.7	1,402	49.8	167	M	0
301.9	310.7	1,370	50.3	20	L	0
299.9	311.3	1,802	24.4	151	L	0
297.4	308.8	1,651	34.1	163	L	0
297.5	308.3	1,674	30	54	H	0
300.7	309.7	1,507	52.4	163	L	0
299.7	309.2	1,554	41.6	62	H	0
297.3	308.4	1,472	41.3	67	L	0
298.6	310.1	1,533	33.9	24	L	0
302.4	311.1	1,634	34.2	184	L	0
301.4	310.8	1,698	29.6	99	L	0
301.1	310.7	2,219	16.7	79	M	0
298.8	309.1	1,439	39.2	104	L	0
299.7	309.1	1,715	27.8	192	L	0
300.5	309.9	1,397	45.9	210	H	0
298.2	308.3	1,589	33.2	94	L	0
300.1	311.3	1,547	40	201	L	0
299.1	309	1,450	43	40	L	0
296.9	307.9	1,441	47.6	60	M	0
303.5	312.9	1,504	44.8	111	L	0
303.3	311.4	1,510	37.3	36	L	0
302.5	311.5	1,802	26.4	192	L	0
298.2	308.7	1,447	48.4	51	L	0
302.9	311.1	1,556	45.3	135	L	0
297.8	308.4	1,512	39.9	181	L	0
299.4	310.9	1,751	27.8	10	L	0
298.5	309.5	1,480	38.1	160	L	0
297.6	309.5	1,924	20.6	37	L	0
296.2	307.2	1,552	34.8	8	M	0
296.3	307.3	1,368	49.5	10	M	0
298.2	308.4	1,512	34.9	181	L	0
297.6	309.6	1,501	49.8	222	L	0
298	308.6	1,481	42.5	54	L	0
302.1	310.9	1,666	30.7	203	L	0
300.4	309.8	1,517	40.3	149	M	0
301.8	310.8	1,736	26.5	56	L	0
303.6	312.7	1,403	46.2	57	H	0
300.4	309.7	1,488	35.7	177	L	0
300.7	310.6	1,520	45.9	146	L	0
301.6	310.7	1,683	29.7	131	L	0
300.4	311.3	1,350	56.5	31	M	0
301.9	310.6	1,331	68.6	85	L	1
297.5	308.9	1,596	30.7	5	L	0
300.4	309.6	1,553	43.9	75	L	0
300.8	310.5	1,434	44.5	89	L	0
298.1	307.8	1,761	28.2	76	L	0
300.9	312	1,720	27.9	202	H	0
300.1	311.6	1,589	37.9	37	H	0
297.5	309.2	1,530	40	206	M	0
300.1	311.2	1,489	39.1	188	L	0
302.4	310.2	1,633	28	164	L	0
301.8	311.2	1,840	26.6	202	L	0
301	310.9	1,479	44.3	194	L	0
297.5	308.6	1,352	52.6	12	L	0
300.3	310	1,537	37.5	6	M	0
301	310.5	1,379	57.3	204	L	0
300.5	311.4	1,432	47.5	51	L	0
302.2	311.5	1,481	40.4	93	L	0
302.7	311.5	1,494	41.4	149	L	0
298.1	307.8	1,524	40.8	71	L	0
303.8	312.9	1,514	34.3	180	L	0
300.3	311.7	1,821	26.3	202	L	0
300.8	310.6	1,505	36.2	0	M	0