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pgurazada1
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machine-failure-mlops-demo-logs

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train · 3.06k rows

Air temperature [K] float64 0 700	Process temperature [K] float64 0 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
301.3	311.1	1,504	39.1	2	L	0
300.7	310	1,641	34.6	178	M	0
301.2	310.6	1,670	30	40	L	0
296.6	307.5	1,439	45.5	199	L	0
300.7	310.5	1,594	31	196	M	0
297.7	309	1,507	38.2	94	L	0
301.5	311	1,504	42.6	109	M	0
298.6	308.4	1,391	42.4	169	M	0
298.2	308.8	1,456	41.2	150	M	0
298.3	308.7	1,667	28.6	18	M	0
297.5	308.4	1,403	44.3	25	M	0
300.8	311.2	2,237	17	95	H	0
301.8	311.2	1,417	55.9	156	L	0
297.8	309.7	1,935	22.1	171	L	0
304.2	313.4	1,329	54.5	75	M	0
299.3	308.4	1,438	42.3	0	M	0
300.2	309.4	1,558	38.3	51	L	0
298.9	310.3	1,496	36.3	161	L	0
298.2	307.9	1,462	45.5	171	H	0
303.7	312.6	1,429	43.3	189	M	0
297.3	308.8	1,554	36.1	70	L	0
301.5	310.6	1,998	20.2	210	L	0
302.2	311.5	1,616	34	19	L	0
297.6	308.3	1,648	29.1	134	M	0
302.3	311	1,446	37.6	75	L	0
303.7	312.4	1,642	32.3	206	M	0
300.4	310	1,282	66.1	40	L	0
299.6	309.3	1,577	39.8	48	M	0
297.2	307.9	1,326	75.4	172	L	1
302.3	311.7	1,456	45.4	130	H	0
300.8	311.7	1,432	45.8	6	L	0
300.7	310.3	1,369	50.7	12	H	0
300.2	309.4	1,752	27.8	208	M	0
297.6	308.7	1,455	48.2	145	L	0
301.4	310.9	1,557	39.3	174	M	0
299.1	308.9	1,467	47.2	218	L	0
298.1	307.7	1,376	56.2	113	H	0
298	308.5	1,666	31	198	M	0
301.7	309.8	1,284	68.2	111	M	1
298.2	307.9	1,529	36.6	105	M	0
301.8	310.7	1,383	45.7	44	M	0
300.6	310.5	1,509	43.1	31	L	0
300.5	310.4	1,761	26.5	12	L	0
299.2	308.9	1,430	39.1	117	L	0
300.2	311.8	1,748	28.5	184	M	0
300.5	310.5	1,695	26.7	28	L	0
301.1	310.2	1,496	43.4	54	L	0
298.9	308.3	1,576	36.6	7	L	0
297.9	307.8	1,459	46.9	85	L	0
300.4	311.3	1,608	35.1	114	L	0
302.8	310.6	2,016	19.9	199	L	0
297.5	308.3	1,521	38.2	74	M	0
297.7	308.1	2,189	15.6	186	M	0
298.3	308.4	1,593	37	174	L	0
300.8	310.3	1,538	36.1	198	L	0
300.7	311.5	1,441	40.6	33	M	0
300.7	310.5	1,357	52.6	199	L	0
300.9	312	1,720	27.9	202	H	0
300.7	309.3	1,425	45.3	100	L	0
297.2	308.6	1,366	50.4	74	L	0
300.3	311.5	1,548	32.2	25	L	0
302	310.6	1,361	46.7	182	L	0
300.8	309.6	1,404	38.7	44	M	0
301.2	310.6	1,670	30	40	L	0
299.8	311.2	1,664	28.3	173	L	0
301.2	311	1,567	35.1	64	L	0
298.6	308.3	1,422	40.4	179	L	0
298	308.5	1,666	31	198	M	0
303.8	313.2	1,710	26.5	190	M	0
299.6	309.2	1,602	37.3	31	L	0
298.8	309.8	1,551	36.6	15	M	0
300.9	312	1,493	38.7	217	L	0
297.4	308.7	1,510	36.2	92	L	0
300.9	310.8	1,476	39	10	L	0
298.4	308.5	1,827	24.3	153	H	0
298.3	309.4	1,378	52.3	12	L	0
298.2	308.2	1,446	38.2	61	L	0
302.3	311.7	1,544	43.2	128	L	0
300.8	310.4	1,368	46.8	21	L	0
295.6	306.2	1,443	48.9	33	L	0
299.2	308.8	1,542	39.2	179	L	0
299.1	310.6	1,397	49.5	165	M	0
300.4	309.5	1,547	50.7	131	H	0
298.2	307.8	1,566	33.8	100	M	0
303.7	312.6	1,711	27.6	170	H	0
301	310.4	1,665	30.9	177	M	0
303.9	313.2	1,422	48	215	M	0
303.8	312.8	1,428	53.3	152	L	0
301	312.2	1,372	47	59	L	0
301	310.4	1,614	31.6	84	L	0
301	310.6	1,588	33.7	114	L	0
298.9	308.7	1,772	28.4	177	M	0
301.4	310.6	1,459	35	87	M	0
303.7	312.9	1,461	50.1	31	L	0
298.9	309.8	1,947	21.7	105	M	0
300.1	309.7	1,601	35.8	160	L	0
302.6	310.3	1,642	33.2	82	L	0
298	307.7	1,430	47.3	49	L	0
299.2	308.6	1,381	50	193	L	0
298.7	309.8	1,695	29	145	L	0