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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
299.1	310.2	1,352	52.8	41	L	0
301.4	310.6	1,648	30.7	90	L	0
302.3	311	1,446	37.6	75	L	0
303.5	312.9	1,504	44.8	111	L	0
296.8	307.8	1,394	47.7	155	L	0
297.4	308.4	1,571	39.4	0	L	0
300.6	309.6	1,409	42.4	57	L	0
297.5	308.9	1,581	30.4	155	L	0
298.3	309.5	1,711	30.3	148	L	0
300.2	310.1	1,649	30.5	43	L	0
303.6	312.4	2,232	16.8	0	L	0
297.9	309	1,629	29	26	L	0
302.4	310.1	1,418	52.3	141	L	0
297.9	308.7	1,751	26.6	111	M	0
300.5	311.8	1,591	42	182	M	0
298.4	309.2	2,118	17.7	210	L	0
296.6	307.6	1,498	41.1	80	L	0
299.6	309.5	1,570	35.5	189	L	0
297.4	308.5	1,566	31.4	76	M	0
302.6	311.5	1,427	38.9	213	L	0
301.7	311	1,343	49.2	25	L	0
303.5	312	1,761	25.8	105	L	0
302	310.5	1,812	24.4	138	H	0
301.4	310.7	1,536	44.4	96	H	0
301.5	310.5	1,479	34.2	147	L	0
299	310	1,360	48.1	37	L	0
300	310.2	1,675	29.7	64	L	0
298.8	308.8	1,445	49.9	4	H	0
298.8	310.6	1,651	33.3	0	L	0
301.9	310.4	1,286	62.8	22	L	0
295.9	306.6	1,678	26.7	53	L	0
300	309.8	1,474	40.6	78	L	0
300.5	311.4	1,432	47.5	51	L	0
300	311.4	1,384	46.1	7	M	0
297.2	308.1	1,712	30.9	204	L	0
300.8	310.8	1,466	45.2	188	H	0
298.3	309.3	1,401	51.9	14	L	0
298.8	309.9	1,482	39.1	45	L	0
296.6	307.5	1,557	35.1	60	L	0
300.7	310.1	1,542	35.5	191	L	0
297.5	309.3	1,479	39.4	22	L	0
300.8	310.4	1,368	46.8	21	L	0
302.6	310.6	1,549	37.5	199	L	0
297.9	307.7	1,546	37.6	72	L	0
298.6	309.6	1,540	35.8	5	L	0
302.3	311.4	1,845	21.9	27	L	0
298.2	308.6	1,433	39.5	7	L	0
300.3	311.5	1,540	41.5	151	M	0
297.4	308.5	1,412	45.5	49	M	0
302	310.6	1,346	54.7	196	H	0
298	308.5	1,429	37.7	220	L	0
301.9	311	2,691	12.1	31	L	1
296.6	307.5	1,439	45.5	199	L	0
295.8	306.6	1,508	46.5	99	L	0
298	308.7	1,377	48.5	181	M	0
300.8	311.7	1,468	38.7	39	H	0
300.9	310.9	1,477	41.5	100	L	0
300.9	312	1,402	50.7	185	M	0
304.1	313.2	1,590	43.4	52	H	0
299	310.3	1,494	46.6	144	M	0
302.3	311.6	1,784	26.4	79	L	0
298.7	310.2	1,717	27.3	26	L	0
297.6	309.3	1,415	41.3	17	M	0
300	309.1	1,882	23.8	84	L	0
297.5	308.8	1,312	50.3	159	L	0
297.9	307.5	1,602	38.3	21	L	0
301.5	310.5	1,396	44.5	117	L	0
303.7	312.4	1,316	59.3	137	L	0
298.7	309.2	1,410	45.6	47	M	0
302.3	311.7	1,510	38.7	141	L	0
301.6	310.6	1,478	36.6	218	L	0
300.6	312	1,406	55.1	136	L	0
301.6	310.8	1,290	65.3	63	M	0
297.6	309	1,885	25.2	24	H	0
301.3	311.1	1,647	28.2	140	L	0
303.8	313.2	1,732	29.6	147	M	0
298.8	308.4	1,737	27.7	130	L	0
298.4	308.9	1,782	23.9	24	H	0
299.3	308.4	1,438	42.3	0	M	0
300.6	311.7	1,734	29.9	72	L	0
299.8	311	1,948	20	185	M	0
300.9	311	1,499	38	111	L	0
300.3	311.9	1,429	41.6	184	M	0
302.6	312	1,674	32.2	70	L	0
299.3	309	1,425	40.6	123	H	0
298.4	309.1	1,579	36.1	123	L	0
300.9	311.2	1,789	25.5	114	L	0
302.4	312	1,621	32.5	169	L	0
302.3	311.9	1,508	42.3	159	M	0
300.8	310.9	1,678	28.1	63	M	0
300.7	311.1	1,608	35.3	167	M	0
300.2	310.6	1,431	42.3	113	L	0
300.1	308.9	1,548	38.4	31	M	0
300.6	311	1,543	34.7	89	L	0
301.3	311.3	1,509	42.5	213	L	0
302.1	311	1,364	50	205	L	0
300.7	310.6	1,540	52.7	85	L	0
298.1	307.8	1,379	49.1	135	L	0
302.3	311.1	1,295	57.1	146	M	0
297.9	307.8	1,303	59.3	75	M	0