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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
299.8	309.6	1,434	48	82	M	0
298.9	310.2	1,331	49	121	M	0
297.4	308.3	1,472	45.5	2	L	0
300.2	311	2,370	14.7	144	M	0
298.9	310.1	1,442	48	181	L	0
302	311	1,563	36.2	8	L	0
301.3	310.3	1,313	55.6	127	L	0
299.4	309.2	1,621	34.5	48	L	0
302.3	311.9	1,508	42.3	159	M	0
298.5	309.5	1,480	38.1	160	L	0
300.3	309.2	1,364	47.6	45	M	0
301.1	310	1,433	48.1	14	M	0
302.4	310.3	1,479	36.2	115	L	0
301.6	311.2	1,408	42.9	89	L	0
301.9	310.9	1,567	39	214	L	0
299	310.2	1,682	28.8	49	L	0
298.8	308.8	1,991	20.7	59	L	0
297.5	308.4	1,350	52.2	157	M	0
296.7	308	1,451	50.7	197	L	0
300.6	310.4	1,401	42.6	114	L	0
299.3	309.1	1,531	37.9	127	L	0
300.2	309.8	1,743	24.1	18	M	0
297.4	308.5	1,497	36.4	56	M	0
298.2	309.7	1,585	37.4	118	L	0
301.6	310.9	1,385	50.7	195	L	0
302.1	310.6	1,517	38.9	2	M	0
301.7	311.2	1,589	37.9	75	L	0
298.9	309.6	1,284	55.3	166	M	0
300.8	311.2	1,429	52.3	77	M	0
298.9	310	1,452	48.9	185	L	0
301.7	310.6	1,406	46	112	L	0
299.1	308.1	1,479	40.7	10	L	0
300.7	310.9	1,468	41.8	112	M	0
298.4	308.9	1,501	50	203	L	0
302.2	311.7	1,556	38.6	145	L	0
301.2	310.6	1,670	30	40	L	0
300.1	309.7	1,641	30.4	41	L	0
300.7	311.1	2,377	14.3	135	L	0
297.5	308.7	1,453	37.6	112	L	0
302.5	312	1,451	43.2	189	M	0
300.2	311.7	1,448	54.2	173	L	0
300.1	311.3	1,518	40.2	130	M	0
300.2	311.4	1,483	44.4	141	L	0
299.2	308.4	1,509	39.4	0	L	0
297.8	308.4	1,512	39.9	181	L	0
297.5	308.6	1,352	52.6	12	L	0
301.7	311.3	1,421	45.9	85	L	0
300.4	311.6	1,674	33	172	L	0
297.3	308.8	1,554	36.1	70	L	0
297.8	308.8	1,548	36.9	64	L	0
300.5	311.8	1,591	42	182	M	0
302.4	312	1,545	36.4	12	L	0
298.5	309.5	1,561	34.8	35	L	0
299.3	309	1,425	40.6	123	H	0
304.1	313.2	1,452	48	126	L	0
302.3	311.2	1,432	42.7	68	M	0
302.3	311.7	1,517	37.6	124	M	0
297.4	308.3	1,535	34.6	51	M	0
304	312.9	1,313	53.9	202	L	0
297.7	309.1	1,435	38.8	165	L	0
298.1	308.4	1,515	43.8	6	H	0
300.6	312	1,406	55.1	136	L	0
302	311.2	1,270	65.3	182	L	1
301.4	310.7	1,459	37.7	40	M	0
297.1	308.3	1,763	25.7	139	L	0
300.9	310.9	1,474	35.7	175	H	0
299.3	308.6	1,605	37	78	L	0
302.4	311.4	1,475	40.4	126	L	0
297.3	308.7	1,655	34.1	21	M	0
296.8	307.8	1,565	39.5	124	L	0
302.3	311.6	1,784	26.4	79	L	0
302.3	311.7	1,540	28.9	149	M	0
303.8	312.9	1,819	23.7	16	L	0
302.3	311.7	1,544	43.2	128	L	0
298.7	308.4	1,441	43.2	132	M	0
298.8	308.4	1,401	47.3	10	L	0
297.4	308.2	1,401	51.9	117	M	0
297.1	307.9	1,492	39.4	171	L	0
299.3	309	1,732	29.7	141	H	0
297.5	308.1	1,334	72	151	M	1
302.3	310.8	1,723	26.3	213	L	0
301.9	311	1,642	33.1	126	L	0
303.6	313	1,522	35.8	133	L	0
303.5	312.4	1,340	44.5	76	L	0
300.8	310.4	1,368	46.8	21	L	0
297.3	308.1	1,615	35.4	217	L	0
300.4	309.8	1,421	47.2	0	M	0
303	311.2	1,383	44.6	198	L	0
300.7	310.1	1,598	32.8	79	L	0
300.5	310.5	1,695	26.7	28	L	0
296.8	307.4	1,549	48.3	105	L	0
302.7	311.7	1,480	45.2	8	L	0
297.3	308.6	1,471	50.7	157	M	0
301.1	311	1,378	51.1	190	L	0
300.4	311.4	1,936	23.9	131	L	0
300	309.9	1,651	28.1	114	M	0
300.5	309.5	1,777	23.6	0	L	0
298.9	308.7	1,772	28.4	177	M	0
302.3	310.8	1,377	47.3	22	L	0
300.6	310.5	1,570	38.3	14	L	0