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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
297.3	308.7	1,549	36.1	218	L	0
299.2	308.5	1,374	53.6	143	L	0
295.9	306.6	1,532	38.6	104	M	0
298.7	309.2	1,410	45.6	47	M	0
300	311.5	1,451	49	115	M	0
299.9	309.2	1,539	43.2	132	M	0
295.6	306.2	1,443	48.9	33	L	0
297.7	309.1	1,435	38.8	165	L	0
297.6	309.6	1,278	50.4	2	H	0
300.9	312	1,493	38.7	217	L	0
298.8	309.9	1,466	44.6	66	H	0
299.1	310.6	1,332	48	148	H	0
300.3	309.2	1,412	44.8	200	L	0
301.6	310.5	1,809	25.5	40	L	0
298	307.6	1,385	45	158	L	0
297.6	309.3	1,415	41.3	17	M	0
296.2	307.2	1,385	44	5	M	0
301.2	310	1,445	45.6	18	M	0
299.9	311.3	1,647	27.5	26	L	0
297.2	308.5	1,524	41.4	192	H	0
303	311.2	1,511	45.7	184	L	0
302.2	310.6	1,462	43.6	0	L	0
295.8	306.5	1,568	35.1	111	L	0
301	311.5	1,559	31.8	195	L	0
297.4	308.5	1,497	36.4	56	M	0
300.1	311.5	1,334	54	26	L	0
302.6	310.3	1,647	34.2	14	L	0
298.8	308.8	1,445	49.9	4	H	0
297.8	307.3	1,438	44.5	3	L	0
298.8	310.1	1,380	44	56	H	0
299.1	308.6	1,408	46.7	196	L	0
297.4	308.9	1,376	39	181	M	0
299.5	308.8	1,886	20.9	117	M	0
298.6	308.4	1,391	42.4	169	M	0
298.8	309.7	1,751	29.6	160	L	0
298.6	309.8	1,637	34.6	207	L	0
303.1	311.3	1,474	34.8	215	L	0
302.7	310.5	1,563	35	8	L	0
301	310.9	1,296	54.9	69	L	0
300.2	310.1	1,649	30.5	43	L	0
299.9	309.4	1,322	53.9	33	L	0
302.3	311.5	1,384	50.8	13	L	0
303.8	312.5	1,366	45.1	143	M	0
299	308.6	1,434	45.9	108	L	0
297.4	309.2	1,428	38.8	26	L	0
298.6	309.6	1,540	35.8	5	L	0
300.5	309.3	1,578	30.5	34	M	0
299.2	310.7	1,535	42.6	17	L	0
299.2	310.5	1,391	45.8	38	L	0
299.7	311.1	1,439	44.9	174	L	0
302.4	312	1,621	32.5	169	L	0
301.9	311	1,432	41.5	51	M	0
300.7	309.5	1,439	43.8	41	M	0
299.4	309.2	1,427	41.5	29	L	0
301.8	310.8	1,736	26.5	56	L	0
298.9	308.5	1,555	37.6	142	M	0
300.3	311.9	1,429	41.6	184	M	0
301.1	311.2	1,774	29.6	186	L	0
299.2	308.6	1,586	35.7	138	M	0
301.7	310.1	1,743	27.3	210	M	0
297.6	309	1,815	25.3	66	M	0
300.6	309.7	1,470	43.8	18	H	0
300.4	310.5	1,818	25.1	14	L	0
297.3	308.3	1,341	51.9	51	M	0
299.8	311.2	1,664	28.3	173	L	0
302.6	311.5	1,599	37	211	L	0
299.4	309.3	1,401	59	38	L	0
295.6	306.1	1,462	49.2	158	M	0
300.6	311.8	1,501	44.8	226	L	0
295.8	306.3	1,337	54.6	87	L	0
298.6	309.6	1,611	35.7	23	L	0
300.5	311.6	1,744	26.8	94	L	0
300.4	311.2	1,673	28.9	171	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	1,010	M	1
303.6	311.8	1,421	44.8	1,010	M	1
307.8	311.8	1,421	44.8	1,010	M	1
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0