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pgurazada1
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machine-failure-mlops-demo-logs

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train · 1.82k rows

Air temperature [K] float64 1 700	Process temperature [K] float64 1 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
300.4	310.2	1,613	36.9	231	M	0
297.9	308	1,954	21.1	42	L	0
297.9	309	1,456	46.5	52	L	0
298.9	309.8	1,947	21.7	105	M	0
297	307.8	1,553	33.3	155	L	0
301.4	310.6	1,459	46.9	27	M	0
303.5	312.9	1,530	34.5	110	M	0
297.6	308.3	1,478	42.3	193	L	0
301.4	310.8	1,680	31.4	185	L	0
301	310.9	1,679	29.8	64	L	0
299.1	308.6	1,437	41.6	183	L	0
300.6	310.2	1,648	31.7	46	L	0
298.8	310.6	1,602	39.1	211	L	0
302.6	311	1,506	37.2	95	L	0
300.2	309.9	1,566	36.4	170	L	0
298.8	309.9	1,466	44.6	66	H	0
298	307.5	1,784	27.8	163	M	0
301.1	311.3	1,836	22.8	31	M	0
299.7	311.2	1,352	52.1	176	L	0
301.4	310.6	1,648	30.7	90	L	0
301.2	309.9	1,362	50.7	25	H	0
297.5	308.3	1,544	40.8	37	L	0
303.7	313	1,811	24.3	209	L	0
296.7	307.4	1,540	38.7	45	M	0
301.5	310.5	1,702	28.7	135	L	0
301.1	311	1,378	51.1	190	L	0
301.9	309.6	1,439	41.7	201	M	0
298.5	309.9	1,482	42.1	15	L	0
301.3	311	1,463	50.2	214	M	0
297.4	308.8	1,325	62.4	204	M	0
301	310.8	1,475	35.3	19	L	0
295.5	306.2	1,448	48.9	65	L	0
301.7	309.8	1,284	68.2	111	M	1
303.8	312.9	1,819	23.7	16	L	0
300.9	311.2	1,789	25.5	114	L	0
300.4	309.7	1,534	42.5	127	L	0
299.1	308.3	1,451	42.8	21	H	0
300.5	309.7	1,887	24.3	28	L	0
301.2	310.3	1,451	39.7	123	L	0
300.4	311.3	1,350	56.5	31	M	0
297.9	309	1,379	47.3	28	L	0
303.6	312	1,309	52.9	86	L	0
300.1	309.7	1,601	35.8	160	L	0
299.4	308.7	1,289	60.5	104	M	0
299.8	309.4	1,475	43.4	51	L	0
297.5	308.4	1,528	39.9	160	L	0
298.2	308.9	1,278	54	18	L	0
303.3	311.2	1,763	27.3	27	L	0
300.8	310.8	1,415	44.5	87	M	0
297.6	309.6	1,278	50.4	2	H	0
297.5	308.7	1,453	37.6	112	L	0
303.5	312.4	1,318	54.2	177	M	0
304.2	313.5	1,532	41.3	161	M	0
298.3	309.1	1,387	52.3	160	L	0
296.4	307.5	1,331	47.8	99	L	0
303.7	312.3	1,511	38.9	117	L	0
299.5	309.3	1,972	19.3	177	L	0
302.5	310.4	1,580	35.6	176	M	0
301.8	311	1,771	27.2	162	L	0
297.4	308.7	1,510	36.2	92	L	0
299.8	310.8	1,530	35.2	163	M	0
296.2	307.2	1,515	36.5	38	L	0
304	313.1	1,408	39.8	132	H	0
300.2	309.3	1,506	35.6	63	H	0
298	308.2	1,466	42.6	2	M	0
303.8	312.7	1,414	41.7	190	L	0
300.5	311.5	1,370	56.1	7	M	0
303.9	313	1,626	31.4	209	L	0
300.8	311.2	2,237	17	95	H	0
298.1	307.8	1,761	28.2	76	L	0
299.1	308.3	1,521	36.5	40	H	0
299.6	310.8	1,400	40.8	118	L	0
297.6	308.6	1,664	30.1	81	L	0
301.4	310.4	1,689	30.6	110	L	0
301.7	311.3	1,421	45.9	85	L	0
302.3	311.2	1,758	24.4	68	L	0
301.3	310.7	1,516	46	119	L	0
301.1	310.6	1,417	47.6	10	L	0
301.8	310.8	1,508	38.8	96	M	0
297.4	308.7	1,323	51.1	130	H	0
301.3	311.1	1,723	27.6	210	L	0
296.8	307.9	1,448	48.8	31	L	0
298.2	308	1,577	35.9	151	M	0
298.9	310.6	1,387	52.7	2	L	0
298.5	308	1,404	48.1	32	L	0
300.7	311.1	1,608	35.3	167	M	0
298.8	308.5	1,577	33.2	0	M	0
300.7	310.2	1,348	54.8	50	L	0
299.8	309.5	1,641	27.1	16	L	0
297.7	308.7	1,449	40.2	95	L	0
297.8	307.4	1,902	24.3	129	M	0
300.6	310.6	1,427	52.8	75	M	0
299.7	309.4	1,399	39.9	91	L	0
302.7	311.7	1,480	45.2	8	L	0
302.9	312.4	1,334	50.9	5	M	0
300.7	310.8	1,814	21.4	59	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