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pgurazada1
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machine-failure-mlops-demo-logs

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train · 1.82k 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
301.6	309.9	1,397	43.7	102	L	0
297.5	308.7	1,456	44.7	29	L	0
302.3	311.5	1,384	50.8	13	L	0
297.9	309	1,456	46.5	52	L	0
301.5	310.5	1,702	28.7	135	L	0
300.5	311.6	1,456	51.1	193	M	0
302.9	311	1,820	24.6	128	L	0
295.6	306	1,396	52.4	0	H	0
298.3	308.2	1,663	28.4	67	L	0
297.6	308.7	1,419	41.7	81	M	0
299	308.7	1,583	32.5	25	L	0
300.3	311.8	1,592	32.1	11	M	0
300.8	309.7	1,481	38.1	153	L	0
300.1	309.7	1,410	48.3	118	L	0
300.3	311.7	1,447	36.8	0	M	0
301.7	310.2	1,620	30.8	42	H	0
300.4	311	1,433	46.1	199	M	0
296.8	308	1,561	38.3	9	L	0
298.7	310.3	1,481	41.5	83	M	0
298.4	307.9	1,743	27.3	134	L	0
301.5	310.8	1,367	49	193	L	0
303.6	312	1,309	52.9	86	L	0
300.8	312.6	1,376	53.6	119	L	0
298.9	310.2	1,696	30.2	214	L	0
299.4	309	1,415	51.7	62	H	0
300.7	311.8	1,420	47	119	L	0
297.9	307.8	1,303	59.3	75	M	0
304.4	313.7	1,607	33.5	5	L	0
301.2	310.7	1,517	39.4	107	L	0
301.2	310	1,445	45.6	18	M	0
297.8	307.3	1,438	44.5	3	L	0
298.4	308.9	1,782	23.9	24	H	0
297.5	308.9	1,443	43.5	0	L	0
300.8	309.9	1,444	46	180	M	0
300.3	309.5	1,320	62.2	142	M	0
299.7	309	1,465	49	158	M	0
300.8	312.3	1,535	40.3	71	M	0
300.6	309.7	1,934	22.8	15	M	0
302.2	311.1	1,447	52.1	174	L	0
299.2	310.6	1,443	50.9	85	M	0
302.9	312.4	1,923	23.9	244	L	0
302.3	311.7	1,510	38.7	141	L	0
304.2	313	1,442	40.9	23	H	0
300.4	310.5	1,818	25.1	14	L	0
297.5	309.2	1,530	40	206	M	0
300.5	309.3	1,578	30.5	34	M	0
301.7	311.1	1,578	40.5	174	M	0
297.8	307.7	1,393	38	29	L	0
301.3	311.1	1,723	27.6	210	L	0
303.3	312.1	1,418	44.7	83	L	0
302	310.4	1,450	46.6	165	L	0
298.3	309.6	1,469	54.8	191	M	0
303.3	311.6	1,514	34.7	130	L	0
298.9	310.1	1,313	56.8	171	M	0
302.7	311.7	1,480	45.2	8	L	0
299	310.2	1,682	28.8	49	L	0
303.3	311.4	1,732	25.6	232	L	0
300.4	309.6	1,432	44.7	192	L	0
298.4	307.9	1,605	31	18	H	0
301.7	309.8	1,491	39.3	114	L	0
300.9	310.5	1,702	29.3	32	M	0
298.3	307.8	1,330	55.4	114	M	0
296.4	307.5	1,331	47.8	99	L	0
300.2	311.6	1,608	35	212	M	0
302.4	310.7	1,521	40.4	152	M	0
298.9	308.5	1,534	42.9	121	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
296.3	307.3	1,368	49.5	10	M	0
296.3	307.3	1,368	49.5	10	M	0
296.3	307.3	1,368	49.5	10	L	0
299.4	308.6	1,541	39.1	109	M	0
300.5	309.7	1,560	30.2	139	L	0
301	310.9	1,296	54.9	69	L	0
301.9	310.7	1,480	47.1	68	L	0
303.9	313.1	1,425	49.3	199	L	0
297	307.9	1,846	27.3	179	H	0
301.4	310.6	1,464	48.6	96	M	0
297.7	308.7	1,731	28.4	104	L	0
300.4	311.2	1,673	28.9	171	L	0
302.6	312.1	1,502	47.3	171	L	0
301.3	311	1,463	50.2	214	M	0
302.7	312.4	1,360	47.8	11	L	0
302.9	311	1,820	24.6	128	L	0
297.1	307.9	1,662	26.9	183	M	0
302	310.3	1,648	29.6	157	L	0
297.7	309.7	1,591	37.7	196	L	0
297.3	308.1	1,615	35.4	217	L	0
302.9	312.3	1,426	44.7	157	M	0
300.5	310.4	1,761	26.5	12	L	0
298.3	308.1	1,528	33.9	82	L	0
297.3	308.3	2,358	14.9	49	L	0
296.3	307.3	1,372	57.7	33	L	0