Datasets:

pgurazada1
/

machine-failure-logs

Dataset card Viewer Files Files and versions Community

Split (1)

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
298.3	310.1	1,545	36.3	90	L	0
299.5	309.4	1,390	58.8	195	L	1
298.8	310.6	1,803	25.4	209	L	0
300.8	312.6	1,376	53.6	119	L	0
301.5	310.4	1,276	55.6	158	M	0
304.2	313.3	1,668	35.7	180	L	0
300.9	311.2	1,789	25.5	114	L	0
303.1	312.4	1,404	61.5	127	L	1
298.1	309.1	1,448	52.5	150	M	0
297.9	307.7	1,517	44.4	67	L	0
300.9	312	1,397	42.7	212	H	0
300.3	311.8	1,360	48	119	L	0
300.7	311.8	1,420	47	119	L	0
298.8	309.8	1,508	36.3	69	L	0
301.1	310	1,470	40.1	23	H	0
298.5	308.7	1,450	43.9	28	H	0
300.6	312.2	2,174	18.5	95	M	0
301.4	310.8	1,610	34.6	187	L	0
303	312.5	1,461	40.2	127	L	0
303.1	311.3	1,474	34.8	215	L	0
296.5	307.4	1,432	49.2	64	H	0
299.5	310	1,481	43.1	90	L	0
302.5	310.2	1,563	34.8	150	L	0
303.3	311.8	1,315	62	42	L	0
303.4	311.6	1,712	30.1	182	L	0
302.4	311.1	1,634	34.2	184	L	0
298.9	310.1	1,366	62.7	161	H	0
302.5	311.9	1,532	38.8	96	M	0
299.6	309.3	1,577	39.8	48	M	0
298.9	308.3	1,576	36.6	7	L	0
303.3	312.6	1,397	47.1	137	M	0
298.3	309.6	1,469	54.8	191	M	0
302.5	310.2	1,454	43	108	L	0
298.1	308	1,652	28.5	63	L	0
302.4	311	1,423	46.2	186	L	0
302	309.9	1,447	42.8	185	H	0
302.4	312	1,457	43.4	23	H	0
296.9	307.9	1,441	47.6	60	M	0
297.5	308.6	1,472	44.9	198	M	0
298.3	308.2	1,663	28.4	67	L	0
302.8	312.4	1,411	53.8	246	H	0
298.4	308.9	1,402	44.8	201	L	0
297.9	307.6	1,503	40.7	124	L	0
300.7	311.9	1,419	47.7	179	L	0
298.9	310	1,452	48.9	185	L	0
302.1	311.4	1,467	43.4	33	M	0
297.2	308.3	1,578	37.8	3	M	0
298.8	309.7	1,751	29.6	160	L	0
301.8	310.8	1,470	37.6	204	H	0
302.6	312	1,781	28.5	196	L	0
302.3	311.8	1,565	37.8	59	L	0
300.4	309.4	1,487	38.9	185	H	0
300.5	310.4	1,761	26.5	12	L	0
297.3	308.9	1,799	24.5	137	M	0
299	310.4	1,339	49.6	94	L	0
301.2	310.7	1,747	27.3	35	H	0
297.2	307.9	1,541	35.7	169	M	0
298.7	309.8	1,695	29	145	L	0
300.2	311.7	1,448	54.2	173	L	0
297	308.1	1,489	44.1	96	L	0
298.1	309	1,497	40.5	58	L	0
298.7	309.2	1,410	45.6	47	M	0
301	311.1	1,420	47.4	167	M	0
299.3	308.5	1,589	32.7	74	L	0
299.5	308.7	2,549	13	179	L	1
299.3	309.1	1,634	36.8	62	L	0
298	308.2	1,466	42.6	2	M	0
298.9	310.6	1,519	38.8	213	H	0
298.5	309.4	1,521	37.5	94	M	0
302.9	311	1,820	24.6	128	L	0
300.2	311.6	1,608	35	212	M	0
298.8	308.5	1,510	38.7	66	M	0
300.3	311.7	1,447	36.8	0	M	0
300.2	311	2,370	14.7	144	M	0
301.8	310.8	1,736	26.5	56	L	0
302.8	311	1,564	38.5	85	L	0
296.8	307.4	1,455	49.9	102	M	0
299.8	311.1	1,603	35.1	179	L	0
301.1	310.5	1,547	35.8	81	M	0
302.2	311.7	1,576	34	28	M	0
296.9	307.9	1,979	20.4	68	M	0
299.1	308.6	1,408	46.7	196	L	0
301.9	310.4	1,373	48	73	M	0
300.9	311.2	1,472	40	93	M	0
298.3	309.4	1,595	29	103	M	0
303.5	312.3	1,532	41.7	32	M	0
299.8	311.1	1,562	35.7	170	M	0
298.8	310	1,484	44.9	80	M	0
301.7	310.1	2,695	12.6	10	L	1
298.1	307.9	1,665	32	7	L	0
298.2	307.8	1,515	46.7	74	L	0
297.9	309	1,629	29	26	L	0
297.1	308.4	1,588	33.4	204	M	0
300.6	309.6	1,684	32.8	53	L	0
303.4	311.7	1,793	25.8	161	L	0
299.6	309.1	1,588	41.3	0	H	0
300.5	311.5	1,490	38.4	67	L	0
300.6	311.7	1,734	29.9	72	L	0
297.4	308.7	1,402	40.2	114	L	0
304	313.1	1,720	28.7	106	L	0