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pgurazada1
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machine-failure-mlops-demo-logs

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train · 1.69k 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
301.8	310.7	1,383	45.7	44	M	0
298.7	309.8	1,469	38.4	62	L	0
298.3	309.6	1,681	27.1	194	M	0
301.6	310.7	1,683	29.7	131	L	0
298.8	309.9	1,466	44.6	66	H	0
298.8	309.6	1,692	31.9	167	M	0
296.9	308.4	1,557	32.4	173	L	0
297.2	308.4	1,677	26.4	146	L	0
299	308.7	1,892	22.8	96	L	0
297.5	308.3	1,544	40.8	37	L	0
300.6	312.1	1,354	46.9	138	H	0
302.4	310.3	1,480	45.8	123	L	0
303.7	312.7	1,426	45.5	192	L	0
301.2	309.9	1,382	52.4	13	L	0
303.8	313.1	1,869	25.8	211	L	0
302.1	311.4	1,467	43.4	33	M	0
299.6	309.4	1,331	46.4	16	L	0
302.4	311.8	1,648	30	122	L	0
300.7	310	1,641	34.6	178	M	0
301.5	310.7	1,460	38.6	14	M	0
301.7	311	1,343	49.2	25	L	0
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