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pgurazada1
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machine-failure-mlops-demo-logs

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train · 3.09k rows

Air temperature [K] float64 -25 2.98M	Process temperature [K] float64 0 11.1k	Rotational speed [rpm] int64 0 5k	Torque [Nm] float64 0 360	Tool wear [min] int64 0 1.98k	Type stringclasses 3 values	prediction int64 0 1
300.8	310.6	1,505	36.2	0	M	0
301.8	310.8	1,470	37.6	204	H	0
298.7	309.1	1,607	32.7	2	L	0
303.7	312.7	1,468	43.3	168	L	0
297.5	308.5	1,447	41.6	118	M	0
297.3	308.4	1,472	41.3	67	L	0
300.5	309.8	1,939	21.4	164	L	0
297.3	308.3	1,544	41.7	6	M	0
299.2	310.1	1,534	37.7	10	L	0
302.4	310.1	1,645	31.6	93	L	0
302.7	312.2	1,585	35.5	167	M	0
300.6	310.7	1,501	45.3	175	H	0
300.7	310.1	1,721	32.3	170	L	0
297.5	308.9	1,596	30.7	5	L	0
300.2	309.8	1,418	49.3	16	L	0
298.2	309.7	1,585	37.4	118	L	0
298.6	309.6	1,353	62.5	9	L	0
302.8	310.6	1,617	37.9	207	L	0
301.8	309.9	1,418	51.3	116	H	0
300.4	309.8	1,421	47.2	0	M	0
298.9	309.2	1,581	36.7	101	M	0
297.8	307.8	1,662	30.7	48	H	0
300.1	311.4	1,390	52.1	94	M	0
301.2	311	1,596	37.2	219	L	0
297.1	307.9	1,496	44.7	88	L	0
300.4	312	1,631	34.9	115	L	0
298.6	308.3	1,422	40.4	179	L	0
299.3	308.5	1,422	43.1	186	M	0
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,010	M	1
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0
297.9	307.7	1,546	37.6	72	L	0
300.8	310.3	1,538	36.1	198	L	0
297.9	307.7	1,546	37.6	72	L	0
297.9	307.7	1,546	37.6	72	L	0
297.9	307.7	1,546	37.6	720	L	1
301.8	310.6	1,395	50.5	131	L	0
299	310.3	1,635	34.5	168	M	0
300.6	310.7	1,566	38.2	187	M	0
297.4	308	1,423	38	154	L	0
297.9	309.1	1,338	49.6	56	M	0
304.2	313.5	1,437	47.2	102	M	0
299.3	309	1,734	30.6	154	L	0
301	312.1	1,377	49.9	48	L	0
299.1	310.6	1,332	48	148	H	0
301.5	310.7	1,460	38.6	14	M	0
298.3	308.4	1,593	37	174	L	0
303.7	312.3	1,511	38.9	117	L	0
300.3	310.2	1,492	52.3	2	L	0
301.5	310.6	1,998	20.2	210	L	0
296.8	307.9	1,337	56.5	5	L	0
297.6	308.8	1,683	31.6	79	M	0
300	311.4	1,384	46.1	7	M	0
304.1	313.5	1,470	45.8	85	M	0
303.6	312	1,391	50.3	101	L	0
300.6	309.3	1,510	46	87	M	0
298.4	307.9	2,381	14.2	164	L	0
301.1	310.7	1,621	31	108	M	0
298.9	309.9	1,404	39.8	62	L	0
299.6	309.4	1,331	46.4	16	L	0
299.1	308.3	1,521	36.5	40	H	0
298.6	309.6	1,611	35.7	23	L	0
303.3	311.4	1,510	37.3	36	L	0
301.7	309.9	1,524	46.6	104	L	0
298.2	307.9	1,462	45.5	171	H	0
299.8	309.7	1,483	39.6	87	L	0
300.7	312.4	1,457	47.2	74	H	0
300.5	311.9	1,750	28.3	207	L	0
301.5	310.5	1,479	34.2	147	L	0
298.9	308.6	1,539	45.4	4	L	0
301.5	310.6	1,490	48.1	81	L	0
303.7	312.5	1,397	45.7	187	L	0
297.7	307.5	1,379	43.3	111	L	0
299	309	1,419	45.2	27	M	0
298.8	309.9	1,466	44.6	66	H	0
300.9	310.6	1,598	35.4	186	L	0
302.3	311.5	1,384	50.8	13	L	0
300	309.6	1,618	36.2	53	M	0
302.7	312.4	1,360	47.8	11	L	0
303.9	313.2	1,570	40.7	74	M	0
302.3	310.8	1,377	47.3	22	L	0
300.6	312	1,406	55.1	136	L	0
299.5	310.8	1,600	32.4	67	H	0
298.3	307.8	1,485	42	13	M	0
297.5	308.7	1,443	46.2	110	L	0
298.9	308.5	1,456	50	156	M	0
300.1	309.1	1,353	58.7	86	L	0
299.1	310.2	1,456	48.4	101	M	0
297.3	308.4	1,513	40.5	25	L	0
301.9	311	1,669	32.2	191	L	0
301.8	309.8	1,546	39.8	121	M	0
299.3	308.7	1,408	48.7	85	L	0
297.9	308	1,954	21.1	42	L	0
297.1	308.3	1,763	25.7	139	L	0

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