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pgurazada1
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machine-failure-mlops-demo-logs

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train · 3.08k rows

Air temperature [K] float64 0 2.98M	Process temperature [K] float64 0 11.1k	Rotational speed [rpm] int64 1 5k	Torque [Nm] float64 1 360	Tool wear [min] int64 0 1.98k	Type stringclasses 3 values	prediction int64 0 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
301.6	310.8	1,290	65.3	63	M	0
298.2	308.2	1,407	47.1	153	L	0
296.6	307.4	1,465	47.8	187	L	0
298.6	309.6	1,353	62.5	9	L	0
301	310.7	1,391	45	123	L	0
296.8	308.3	1,506	45.9	182	L	0
297.5	308.8	1,312	50.3	159	L	0
298.3	308.2	1,663	28.4	67	L	0
298.1	308.4	1,438	45.6	105	L	0
300.9	312	1,493	38.7	217	L	0
303.9	313.1	1,425	49.3	199	L	0
299.3	308.6	1,437	48.1	67	L	0
300.6	310.2	1,519	44.6	69	L	0
298.9	309.3	1,665	32.5	93	L	0
297.3	308.3	1,544	41.7	6	M	0
297.8	307.7	1,505	39.7	25	L	0
300.3	311.9	1,390	49	194	H	0
298.9	310.1	1,366	62.7	161	H	0
298.8	309.8	1,551	36.6	15	M	0
304.1	313.3	1,480	38.4	72	M	0
301.9	310.8	1,427	47.7	92	L	0
298.6	309.7	1,422	49.7	139	M	0
299.7	311	1,448	49.8	80	M	0
300.5	311.6	1,456	51.1	193	M	0
299.2	308.4	1,436	41.8	28	L	0
298.7	310.2	1,402	45.9	30	L	0
300.5	311.6	1,744	26.8	94	L	0
300.7	309.5	1,251	59.9	120	L	0
300.7	310.7	1,377	46.7	36	M	0
302.4	310.1	1,520	36.6	97	M	0
298	309.2	1,520	37.9	89	H	0
299.1	308.3	1,451	42.8	21	H	0
298.2	307.9	1,529	36.6	105	M	0
298.3	309.1	1,386	45.3	212	L	0
298	308.2	1,466	42.6	2	M	0
300.2	309.8	1,418	49.3	16	L	0
299.1	310.6	1,818	24.1	173	L	0
297.9	307.7	1,618	35.9	92	H	0
297.5	308.7	1,697	28.1	107	M	0
299.4	309	1,415	51.7	62	H	0
302.7	312	1,944	21.4	71	M	0
297.5	308.3	1,674	30	54	H	0
299.9	310.2	1,479	46.3	173	L	0
298.8	308.6	1,593	35.5	175	L	0
300.7	309.6	1,541	34.6	131	L	0
298.8	308.5	1,395	44.4	33	L	0
300.8	311	1,578	44.4	86	L	0
298	307.7	1,492	38.7	202	L	0
299.8	309.1	1,612	35.4	205	L	0
297.3	308.3	1,935	19.3	24	H	0
301.3	311	1,402	47.5	197	M	0
300.2	309.5	1,729	28.4	131	L	0
303.6	312	1,309	52.9	86	L	0
296.9	308	1,641	33.3	67	M	0
298.3	307.9	1,766	26.5	145	L	0
298.6	309.6	1,449	42.5	16	H	0
302.1	311.2	1,519	39.3	155	L	0
299.2	308.5	1,340	50	144	L	0
297.2	308.6	1,284	51.3	32	M	0
299.7	310.6	1,616	35.1	142	L	0
298.7	309.6	1,738	27.3	79	M	0
298.8	309.9	1,482	39.1	45	L	0
300.1	309.4	1,464	41.7	30	L	0
297.9	308	1,490	46.2	6	L	0
298.5	309.6	1,492	41.7	100	M	0
296.1	307.1	1,485	36	169	M	0
303.8	313.1	1,869	25.8	211	L	0
300.6	309.4	1,380	47.6	246	H	0
301.2	311	1,567	35.1	64	L	0
303.6	311.8	1,627	30.8	104	M	0
303.5	312.9	1,332	52.9	66	L	0
300.9	312	1,397	42.7	212	H	0
301	311.3	1,349	47	71	L	0
298.5	309.7	1,437	42.6	120	L	0
300.4	310.2	1,613	36.9	231	M	0
297.2	307.9	1,493	38.4	146	L	0
301.5	310.6	1,587	33.7	122	L	0
296.9	307.9	1,979	20.4	68	M	0
299.6	310.9	1,630	29.8	206	M	0
297	307.8	1,404	40.7	184	H	0
300.1	309.1	1,400	46.7	77	L	0
298.8	308.8	1,441	40.5	63	M	0
297.5	309.2	1,804	27.4	215	M	0
298.3	309.1	1,387	52.3	160	L	0
302.6	311.5	1,599	37	211	L	0
298.2	308.2	1,446	38.2	61	L	0
299.8	311.1	1,562	35.7	170	M	0
297.2	308.5	1,447	47.9	188	L	0
301.8	310.7	1,551	37.7	64	L	0
298.5	309.4	1,517	40.2	45	L	0
299.4	310.9	1,446	47.3	12	M	0
302.3	310.1	1,513	40.4	22	L	0
297.4	308.7	1,349	48.9	120	H	0
299.9	309.2	1,574	36.5	177	M	0
298.5	309.7	1,523	44.6	83	M	0