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pgurazada1
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machine-failure-mlops-demo-logs

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train · 1.81k 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
297.4	309.1	1,463	35	183	M	0
296.8	307.4	1,455	49.9	102	M	0
299.7	309.6	1,553	41	179	H	0
302.4	311.2	1,450	47.9	154	L	0
298	308.2	1,466	42.6	2	M	0
300.4	311.2	1,673	28.9	171	L	0
300.6	311	1,543	34.7	89	L	0
299.5	309.9	1,402	51.7	58	L	0
301.7	310.6	1,303	59.7	42	L	0
302.6	312	1,657	29.3	37	H	0
300.5	311.9	1,710	28.4	158	L	0
297.5	308.6	1,472	44.9	198	M	0
298.8	309.6	1,523	41.9	165	L	0
301.7	311.1	1,578	40.5	174	M	0
295.8	306.5	1,568	35.1	111	L	0
298.2	307.7	1,681	31	84	M	0
299.2	310.7	1,540	36.3	175	L	0
301.6	310.9	1,510	40.9	152	M	0
300.4	309.9	1,681	28.6	206	L	0
301.4	310.7	1,605	34.2	94	L	0
299.9	309.2	1,333	50.8	61	L	0
300.4	309.7	1,367	51.2	143	M	0
303.5	312.3	1,532	41.7	32	M	0
301	312.1	1,377	49.9	48	L	0
298.4	308.1	1,375	50.8	94	L	0
300	311.4	1,466	39	125	M	0
301.2	310.7	1,517	39.4	107	L	0
302.4	312.1	1,492	47.7	7	M	0
299.9	311.3	1,371	52.3	167	L	0
300.5	311.6	1,744	26.8	94	L	0
299.1	308.3	1,325	46.9	28	L	0
297.3	308.7	1,352	53.8	91	L	0
298.5	308.7	1,450	43.9	28	H	0
298.5	309.6	1,492	41.7	100	M	0
297	308.2	1,577	29.4	130	L	0
301	310.4	1,614	31.6	84	L	0
298.8	309.7	1,439	45.8	81	M	0
300.2	311.6	1,356	53.5	132	L	0
301.8	310.8	1,736	26.5	56	L	0
298	308.5	1,404	46.6	201	L	0
302.4	311.4	1,475	40.4	126	L	0
297.1	308.4	1,588	33.4	204	M	0
299.3	308.4	1,438	42.3	0	M	0
298.8	308.5	1,510	38.7	66	M	0
303.9	313.1	1,425	49.3	199	L	0
300.1	309.7	1,641	30.4	41	L	0
299.1	310.6	1,332	48	148	H	0
298	307.7	1,430	47.3	49	L	0
297.9	307.7	1,517	44.4	67	L	0
302.6	311.6	1,576	34.7	182	L	0
299.4	309	1,800	24.3	128	L	0
300.5	309.7	1,341	50.9	137	M	0
300.5	311.5	1,370	56.1	7	M	0
301	310.9	1,479	44.3	194	L	0
299.2	309.9	1,516	41.4	219	L	0
300.6	310.7	1,654	32	180	M	0
303.4	312	1,521	35.9	215	L	0
298.1	309	1,497	40.5	58	L	0
296.6	307.6	1,459	40.2	96	L	0
297.3	308.2	1,452	38.2	44	M	0
298.2	309.4	1,408	46.5	76	M	0
297.5	308.1	1,334	72	151	M	1
302.5	311.9	1,532	38.8	96	M	0
300.4	311.1	1,397	50.8	189	L	0
297.5	308.6	1,536	39	202	L	0
300.9	310.6	1,552	34.9	95	L	0
299	308.8	1,382	58.5	199	H	0
297.8	308.8	1,421	49.6	101	L	0
297.8	308.9	1,650	32.2	195	H	0
298.7	309.8	1,469	38.4	62	L	0
299.4	309	1,939	19.8	204	M	0
299.2	310.6	1,443	50.9	85	M	0
298.3	307.9	1,507	41.2	149	L	0
295.6	306	1,396	52.4	0	H	0
299.6	310.9	1,448	46.3	196	L	0
302.3	311.6	1,784	26.4	79	L	0
298	308.3	1,544	34.7	213	L	0
298.4	309.1	1,579	36.1	123	L	0
301.9	311.5	1,492	40.8	150	M	0
297.4	309	1,324	56.9	173	L	0
297.3	308	1,403	45	77	M	0
298.9	309.9	1,404	39.8	62	L	0
302.5	311.5	1,493	35.1	131	L	0
302.3	311.9	1,508	42.3	159	M	0
297.8	307.3	1,438	44.5	3	L	0
300.1	309.2	1,687	27.7	95	M	0
300.9	311.9	1,480	40.9	28	M	0
298.5	309.4	1,573	33.6	143	H	0
301	311.1	1,420	47.4	167	M	0
301.8	310.8	1,546	43.4	29	L	0
300.8	310.4	1,518	36	59	M	0
298.8	309.8	1,551	36.6	15	M	0
301.9	310.4	1,373	48	73	M	0
298	309.1	1,574	34.8	40	M	0
300.4	309.5	1,547	50.7	131	H	0
299.4	310.4	1,582	31.7	181	L	0
300.2	311.6	1,533	46.4	24	M	0
298.4	308.9	1,628	34.9	93	L	0
301.4	310.8	1,680	31.4	185	L	0
298.1	308.9	1,323	51.7	88	M	0