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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
299.2	308.4	1,476	32.7	101	M	0
301.6	310.8	1,548	34.2	143	M	0
297.5	308.8	1,430	49.4	2	H	0
300.3	310.2	1,429	44.7	203	M	0
300.1	311.5	1,471	47.2	201	L	0
301.5	310.4	1,593	36.8	50	M	0
297.6	308.6	1,326	62.4	173	L	0
301.1	310.5	1,646	30.7	76	M	0
300.4	310	1,423	44.2	189	L	0
298.1	308.6	1,551	42.8	0	M	0
297.5	308.3	1,521	38.2	74	M	0
300.8	309.6	1,404	38.7	44	M	0
302.6	312	1,781	28.5	196	L	0
296.3	307.2	1,291	58.6	29	L	0
297.6	309	1,491	43.2	7	L	0
300.5	309.8	1,421	49.6	211	L	0
298.2	308	1,411	42.4	48	L	0
296.2	307.2	1,515	36.5	38	L	0
299	310.1	2,053	19.7	137	H	0
298.3	309.4	1,378	52.3	12	L	0
302.3	310.9	1,412	48.9	28	L	0
300.5	309.9	1,994	19.8	189	M	0
298.9	310.2	1,359	56.9	166	L	0
299.2	310.6	1,443	50.9	85	M	0
297.9	308.9	1,393	40.6	45	L	0
297.4	308.4	1,378	39.9	63	L	0
298.8	310.2	1,707	27.6	56	H	0
300.8	311.7	1,681	31.3	221	L	0
301.4	310.6	1,464	48.6	96	M	0
297.2	308.1	1,712	30.9	204	L	0
303.6	313	1,617	30.9	122	L	0
298.8	310.3	1,366	59	94	M	0
298	308.2	1,611	30.6	195	L	0
299.3	310.6	1,609	31.4	99	M	0
300.1	309	1,612	33	34	M	0
301.7	310.2	1,620	30.8	42	H	0
297.6	308.7	1,455	48.2	145	L	0
300.7	310.9	1,723	31	73	L	0
297.3	308.7	1,352	53.8	91	L	0
297	307.9	1,846	27.3	179	H	0
300.9	311.3	1,668	28.9	183	H	0
297.5	308.5	1,546	40.4	129	L	0
303.7	312.7	1,395	53.9	123	L	0
300.3	311.8	1,592	32.1	11	M	0
297.4	308.7	1,402	40.2	114	L	0
298.2	309	1,596	37.2	87	L	0
301.9	309.8	1,724	27.5	126	H	0
300.2	311.8	1,748	28.5	184	M	0
298.6	309.1	1,339	51.1	34	M	0
301.3	311.1	1,723	27.6	210	L	0
300.4	311.6	1,200	76.6	3	L	0
302	310.4	1,895	23.2	161	L	0
298	308	1,433	39.2	87	L	0
300	309.8	1,474	40.6	78	L	0
300.7	312.3	1,670	27.3	81	H	0
298.8	308.4	1,737	27.7	130	L	0
299.8	310.3	1,805	23.7	198	M	0
303.3	311.6	1,514	34.7	130	L	0
301.2	309.9	1,984	19.7	169	L	0
302.4	310.2	1,539	37.7	29	L	0
296.4	307.4	1,512	36.8	46	L	0
298.9	308.6	1,481	40.7	124	L	0
300.1	309.7	1,680	33.8	140	L	0
304.2	313.5	1,437	47.2	102	M	0
302.1	311.1	1,423	36.8	80	M	0
299.2	308.9	1,430	39.1	117	L	0
301.5	310.8	1,785	25.5	120	L	0
302.5	310.2	1,563	34.8	150	L	0
297.4	308.3	1,771	27.4	100	H	0
300.5	309.8	1,379	54.2	207	L	0
302.4	312	1,457	43.4	23	H	0
300.3	311.7	1,317	56.5	7	L	0
300.6	310.2	1,318	51	8	L	0
301.1	310.6	1,417	47.6	10	L	0
297.5	308.6	1,585	37.6	2	L	0
298.4	308.7	1,344	52.9	130	H	0
297.7	309.7	1,591	37.7	196	L	0
298.3	307.9	1,703	28.9	147	L	0
302.5	311.9	1,497	41.6	123	L	0
299.6	310.9	1,679	31.2	120	H	0
299.2	309.9	1,516	41.4	219	L	0
297.3	308.4	1,531	35.6	16	H	0
303.6	312.7	1,429	47.7	198	L	0
302.2	311.3	1,602	32.8	120	L	0
303.8	312.7	1,414	41.7	190	L	0
299	309	1,351	52.2	44	M	0
300.7	310.3	1,458	40	207	L	0
298.1	307.8	1,379	49.1	135	L	0
302.4	310.2	1,633	28	164	L	0
302.3	311	1,329	51.5	154	L	0
297.9	307.6	1,503	40.7	124	L	0
299	310.3	1,635	34.5	168	M	0
300.5	309.8	1,939	21.4	164	L	0
295.8	306.5	1,568	35.1	111	L	0
301.1	310.5	1,547	35.8	81	M	0
299.4	309.2	1,569	40.8	73	L	0
301	311.5	1,559	31.8	195	L	0
298.7	309.9	1,411	45.1	51	M	0
301	311.3	1,597	39.2	66	H	0
300.4	311.4	1,424	44.6	127	L	0