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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
301.4	310.8	1,490	38	168	L	0
298.7	309.8	1,402	54.3	128	L	0
300.7	310.2	1,348	54.8	50	L	0
299.6	309.2	1,602	37.3	31	L	0
297.2	308.6	1,444	41.1	56	M	0
297.5	308.2	1,647	31.3	3	L	0
297.9	307.7	1,517	44.4	67	L	0
298.7	310.1	1,506	50.7	53	M	0
300.2	311.6	1,356	53.5	132	L	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
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
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
300.8	310.3	1,538	36.1	198	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
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
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	10	L	0
297.9	3,070.7	1,546	37.6	10	L	0
2,978.9	3,070.7	1,546	37.6	10	L	1
2,978,980.9	3,070.7	1,546	37.6	10	L	1
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
100	100	20	20	20	M	0
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
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
-25	0	0	0	0	null	0
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
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
298.6	319.1	1,339	51.1	34	M	0
300.8	310.3	1,538	36.1	1,980	L	1
300.8	310.3	1,538	36.1	198	L	0
300.8	310.3	1,538	36.1	198	L	0
400	412	5,000	100	55	H	1
111	11,111	111	111	111	null	0
111	111	111	111	111	H	0
111	111	111	111	111	H	0
111	111	111	111	111	H	0
111	111	111	111	111	H	0
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	1,500	L	1
700	310.3	1,538	36.1	1,500	L	1
300.8	311	1,578	44.4	86	L	0
302.3	310.9	1,403	47.2	173	L	0
297.3	308.4	1,472	41.3	67	L	0
298	308.4	1,911	22	13	L	0
300.6	312.1	1,354	46.9	138	H	0
299	310.3	1,689	29.7	101	M	0
302.5	312	1,451	43.2	189	M	0
300.1	311.3	1,495	41	193	M	0
299.1	308.9	1,467	47.2	218	L	0
298.8	309.8	1,437	48.2	164	H	0
299.2	310.7	1,535	42.6	17	L	0
302.6	312	1,657	29.3	37	H	0
302.5	311.9	1,298	57.5	57	M	0
298.1	307.7	1,388	40.3	109	L	0
296.8	307.8	1,565	39.5	124	L	0
298.2	309	1,441	44.2	147	M	0
304.1	313.2	1,824	25.8	186	L	0
302.6	310.8	1,470	41.2	156	L	0
298.4	308.5	1,827	24.3	153	H	0
298.3	310.1	1,389	49.6	75	M	0
302.4	311.8	1,539	39.9	101	M	0
299.4	308.9	1,550	33.7	174	L	0