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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
300.9	312	1,402	50.7	185	M	0
300.7	310.6	1,616	29.6	47	L	0
297.4	308.5	1,566	31.4	76	M	0
300.5	309.7	1,560	30.2	139	L	0
298.3	308.4	1,593	37	174	L	0
296.3	307.2	1,646	35	192	L	0
298	308.7	1,268	69.4	189	L	1
299.4	310.4	1,509	40.6	175	L	0
299.1	308.8	1,502	38.3	88	L	0
300.2	311.3	1,487	36.9	71	L	0
299.4	308.9	1,550	33.7	174	L	0
301.3	311.1	1,723	27.6	210	L	0
297.5	308.7	1,761	26.2	164	L	0
301.9	311.2	1,657	29.1	23	L	0
298.2	307.8	1,566	33.8	100	M	0
300.8	309.9	1,444	46	180	M	0
300.1	309.4	1,694	27.4	44	L	0
297.6	308.3	1,648	29.1	134	M	0
302.3	311.7	1,517	37.6	124	M	0
298	308.5	1,682	33	58	M	0
298.1	310	1,553	40.9	49	L	0
302.3	311.1	1,295	57.1	146	M	0
301.7	310.2	1,331	61.2	47	L	0
297.5	308.8	1,824	24	179	H	0
301.8	309.9	1,418	51.3	116	H	0
300	309.4	2,010	20	55	L	0
301.9	311	1,291	63.6	137	H	0
301.1	311.1	1,384	42.5	185	M	0
297	307.8	1,404	40.7	184	H	0
298.9	310.1	1,442	48	181	L	0
297.5	308.7	1,443	46.2	110	L	0
301.2	310.8	1,479	41.2	155	L	0
297.9	309.1	1,595	32	32	L	0
298.3	308.7	1,667	28.6	18	M	0
301.3	310.3	1,313	55.6	127	L	0
301.4	310.7	1,459	37.7	40	M	0
297.2	307.9	1,493	38.4	146	L	0
302.4	311	1,555	40.6	205	L	0
304.4	313.7	1,607	33.5	5	L	0
304.2	313.4	1,475	40.2	98	L	0
297.8	308.8	1,548	36.9	64	L	0
297.5	308.6	1,585	37.6	2	L	0
304.2	313.5	1,532	41.3	161	M	0
296.9	307.8	1,425	49.1	163	L	0
300.4	310.5	1,818	25.1	14	L	0
301.5	310.5	1,535	39	204	L	0
301.8	309.8	1,546	39.8	121	M	0
297.9	307.6	1,505	40.1	166	M	0
299.3	308.7	1,579	36.3	211	L	0
300.3	311.7	1,236	57.5	12	M	0
301.9	311.4	1,465	39.9	153	M	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
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
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,009	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
298.2	308.3	2,216	16.8	139	L	0
298.8	310.6	1,651	33.3	0	L	0
302.2	311.3	1,602	32.8	120	L	0
298.8	308.4	1,737	27.7	130	L	0
300	309.8	1,474	40.6	78	L	0
300.5	309.5	1,795	27.7	117	L	0
300.3	311.7	1,821	26.3	202	L	0
298.8	309.9	1,428	42.4	132	L	0
303.4	311.7	1,673	32.2	166	L	0
300.9	310	1,600	36	204	M	0
296.7	307.8	1,400	47.5	3	L	0
300.6	310.2	1,519	44.6	69	L	0
299.9	309.2	1,574	36.5	177	M	0
300.1	311.1	1,619	33.4	186	L	0
298.2	309.7	1,585	37.4	118	L	0
302.9	312.4	1,923	23.9	244	L	0
300.5	311.9	1,576	31.1	149	L	0
303.5	313	1,465	41	56	L	0
302.4	311	1,486	40.4	192	L	0
299.8	309	1,467	37.3	193	H	0
298.8	310.3	1,366	59	94	M	0
301.7	311	1,441	44.3	208	L	0
297.8	307.3	1,555	35.8	190	H	0
296.8	307.4	1,549	48.3	105	L	0
298.6	309.2	2,035	19.6	40	L	0
298.2	308	1,538	38.2	59	L	0
298.3	307.8	1,330	55.4	114	M	0