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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
300	309.6	1,618	28.7	53	L	0
303.6	313	1,617	30.9	122	L	0
303.8	312.7	1,414	41.7	190	L	0
301	312	1,558	37.5	190	M	0
299.2	310.5	1,391	45.8	38	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	101	M	0
303.6	311.8	1,421	44.8	1,010	M	1
297.1	308	1,690	25.6	159	M	0
298.8	308.2	1,450	44.7	14	H	0
300.8	310.8	1,466	45.2	188	H	0
300	311.4	1,466	39	125	M	0
300.1	311.3	1,305	64.7	66	L	0
297.5	309.3	1,563	36.1	100	H	0
300	309.6	1,477	38.1	13	M	0
298.4	309.4	1,461	46.3	121	L	0
301.7	309.8	1,398	46	109	L	0
298.6	309.6	1,353	62.5	9	L	0
299.2	308.4	1,381	42.5	54	M	0
297.3	308.2	1,653	31.4	9	H	0
300.9	310.9	1,474	35.7	175	H	0
302.4	310.2	1,642	28.3	88	L	0
300.1	309.6	1,760	25.4	55	L	0
297.8	307.3	1,438	44.5	3	L	0
300.6	310.2	1,648	31.7	46	L	0
300.6	309.9	1,480	43.7	153	L	0
297.9	307.8	1,286	59.5	55	L	0
297.6	308.9	1,449	47.7	209	L	0
303.4	311.5	1,560	36.4	114	M	0
299.7	309.2	1,401	54.1	118	L	0
302.5	310.3	1,488	41.8	160	M	0
299.6	309.1	1,630	32.3	194	H	0
295.8	306.4	1,399	47.6	84	L	0
299	310.4	1,339	49.6	94	L	0
299.3	308.7	1,579	36.3	211	L	0
298.3	308.5	1,664	31.6	144	L	0
300.5	312	1,985	19.3	143	M	0
300.2	311.5	1,432	43.6	127	H	0
302	310.6	1,346	54.7	196	H	0
298.5	309.7	1,523	44.6	83	M	0
297.2	307.9	1,493	38.4	146	L	0
298.1	308	1,652	28.5	63	L	0
298.9	309.2	1,581	36.7	101	M	0
298	308	1,433	39.2	87	L	0
297.4	308.1	1,749	25.9	8	L	0
302.6	312.1	1,502	47.3	171	L	0
300.7	311.8	1,478	41.9	207	L	0
298.3	309.6	1,681	27.1	194	M	0
303.7	312.6	1,429	43.3	189	M	0
297.9	307.7	1,546	37.6	72	L	0
300.5	309.5	1,795	27.7	117	L	0
301.3	310.8	1,428	55.2	88	L	0
300.7	311.1	2,478	13.4	170	L	0
300.5	310.3	1,435	43.3	31	L	0
299.4	310.4	1,509	40.6	175	L	0
302	310.9	1,663	31.5	81	L	0
296.8	307.8	1,565	39.5	124	L	0
301.5	310.5	1,535	39	204	L	0
299.1	310.4	1,450	40.9	85	L	0
303.5	311.8	1,927	21.9	195	L	0
298.1	308.4	1,438	45.6	105	L	0
298.4	309.1	1,579	36.1	123	L	0
297.6	309	1,885	25.2	24	H	0
303.8	312.6	1,768	23.9	149	M	0
297.5	309.4	1,368	45.3	129	H	0
297	307.8	1,553	33.3	155	L	0
298.1	307.7	1,664	27.6	145	L	0
298.4	308.9	1,628	34.9	93	L	0
303.3	311.8	1,536	40.6	205	M	0
295.9	306.6	1,532	38.6	104	M	0
301.1	310	1,470	40.1	23	H	0
302.2	311.5	1,427	43.8	88	L	0
297.9	308.7	1,545	35.9	120	H	0
300.7	310.2	1,286	64.9	160	L	1
303.5	312.3	1,532	41.7	32	M	0
297.9	307.8	1,459	46.9	85	L	0
295.4	305.9	1,518	40.6	178	M	0
301.9	311	1,291	63.6	137	H	0
303.4	311.9	1,531	37.9	203	L	0
296.4	307.5	1,331	47.8	99	L	0
302	310.9	1,456	47.2	54	M	0
297.1	308.5	1,578	35.6	46	L	0
301.6	310.4	1,561	35.3	156	L	0
301.3	311	1,463	50.2	214	M	0
298.2	309	1,446	45.8	80	M	0
300.7	311.1	2,377	14.3	135	L	0
295.8	306.4	1,339	53.2	67	L	0
303.4	311.6	1,564	41.9	137	L	0
300.9	310.9	1,497	43.2	62	L	0
301.7	311.2	1,418	38	166	L	0
297.6	309.5	1,924	20.6	37	L	0
299.3	310.5	1,462	40.5	24	M	0
300	309.5	1,879	22.4	79	M	0
300.5	309.7	1,560	30.2	139	L	0
301.3	311.2	1,457	44.5	14	L	0
298.5	309.6	1,438	44.5	124	M	0
300	309.9	1,530	34.5	71	M	0
301.5	310.9	1,600	39	160	L	0
303.6	312.7	1,403	46.2	57	H	0