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davoodwadi
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machine-failure-logs

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train · 2.37k rows

Air temperature [K] float64 0 1k	Process temperature [K] float64 0 520	Rotational speed [rpm] int64 0 2.56k	Torque [Nm] float64 0 1k	Tool wear [min] int64 0 16k	Type stringclasses 3 values	prediction int64 0 1
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
304.8	310.3	1,538	36.1	198	L	0
305.8	310.3	1,538	36.1	198	L	0
306.8	310.3	1,538	36.1	198	L	1
303.6	311.8	1,421	44.8	1,010	M	1
20	14	1,000	477	5	M	1
0	0	0	0	0	null	0
0	0	0	0	0	H	0
0	0	0	100	0	H	0
0	0	0	100	122	H	0
500	520	200	1,000	16,000	M	1
1,000	520	200	1,000	16,000	M	1
296.7	307.7	1,502	43.9	84	L	0
298.3	310.1	1,509	37.6	85	H	0
299.8	309.6	1,374	51.6	137	L	0
298.6	308.3	1,377	52.1	181	H	0
302.2	311.4	1,449	46.5	60	L	0
298	307.5	1,427	45.1	95	M	0
298.9	310.4	1,739	26.3	30	L	0
297.1	308.4	1,654	31.4	171	H	0
299.3	309.3	1,325	62	47	L	0
299.9	309.3	1,471	41.8	109	L	0
301.9	311.4	1,465	39.9	153	M	0
301.8	309.6	1,443	42.7	231	L	0
300	309	1,454	51.7	2	L	0
298.8	308.6	1,500	37.1	210	M	0
299.3	309	1,449	46.5	121	L	0
297.6	308.6	1,528	40	123	L	0
300	311.4	1,927	24.6	132	L	0
299.6	311	1,574	35	133	L	0
300.3	311.7	1,655	29.9	193	H	0
301.4	310.5	1,380	48.4	131	L	0
298	308.2	1,348	58.8	202	L	0
303.4	312.7	1,399	48.4	34	M	0
300.3	310.1	1,483	39.9	174	L	0
302.4	311.9	1,290	70	139	L	1
301.4	310.8	1,389	52.7	125	L	0
301.2	310.4	1,470	44	113	L	0
297.4	308.6	1,488	36.4	71	L	0
300.4	310.2	1,431	43.2	0	H	0
295.9	306.4	1,892	21.7	72	L	0
297.3	308.2	1,396	52.7	212	L	0
298.5	309.6	1,582	40.3	103	L	0
302.9	312.5	1,550	45.5	72	L	0
302.3	311.7	1,414	47	11	L	0
297.7	308.2	1,489	43	151	H	0
301.8	310	2,032	19	203	L	0
300.4	311.9	1,476	48.7	189	L	0
298.8	309.2	1,452	48.6	98	M	0
296.9	307.5	1,332	51.1	121	M	0
300.2	311.5	1,492	41.8	128	L	0
302.8	311.1	1,550	32.3	76	L	0
298.6	308.9	1,327	58.8	9	L	0
300.7	310.6	1,474	37	33	M	0
299.4	309.3	1,534	37.5	39	H	0
304.1	313.3	1,470	39.9	70	L	0
300.9	311	1,853	23.6	122	H	0
297.2	307.9	1,456	44.9	85	M	0
298.5	309.4	1,417	41.2	155	H	0
297.5	308.3	2,564	12.8	127	L	0
298	307.4	1,463	46.5	182	M	0
301.5	310.5	1,927	22.4	149	L	0
298.4	308	1,540	37.8	7	L	0
297.1	307.9	1,609	38.9	166	M	0
296.9	307.7	2,008	17.5	3	M	0
302.8	310.6	1,470	41.1	205	L	0
303	312.3	1,533	38.5	134	L	0
299.2	308.5	1,515	39.8	141	L	0
300.5	311.9	1,432	43.1	16	L	0
298.1	308.6	1,425	41.9	11	M	0
299.7	311.2	1,616	42.3	180	M	0
296.6	307.6	1,671	28.8	108	L	0
300.1	311.4	1,518	46.9	87	H	0
298.2	308.7	1,408	40	9	L	0
297.9	309.1	1,521	36.1	15	L	0
302.4	311	2,211	15.4	203	L	0
298.9	310.1	1,442	42.9	153	M	0
301.1	309.8	1,519	39.6	167	L	0
296.2	307.3	1,711	29.9	42	L	0
301.9	310.5	1,425	51.1	173	L	0
301.7	310.1	1,487	48	36	L	0
300.4	312	1,596	30.4	191	M	0
301.9	311	1,871	26	132	H	0
302.3	311.4	1,504	38.7	65	L	0
298.2	309.1	1,569	35.2	199	L	0
302.2	310.8	1,356	48.3	36	M	0
300.2	309.7	1,771	27.1	104	L	0
297.8	309.3	2,015	20.1	161	L	0
302.3	310.7	1,544	39.7	141	M	0
296.7	307.7	1,927	23.9	112	L	0
298	307.9	1,482	37.8	132	H	0
302.3	311.6	1,784	26.4	79	L	0
300.6	310.2	1,519	44.6	69	L	0
302.4	311.3	1,312	61.5	85	M	0
298.6	309.4	1,375	55.4	145	L	0
298.7	309.9	1,372	54.7	44	L	0
297.4	308.7	1,798	23	135	M	0
302.4	311	1,475	47.9	79	L	0
299.8	310.4	1,579	36.4	0	L	0