Datasets:

pgurazada1
/

machine-failure-mlops-demo-logs

Dataset card Viewer Files Files and versions Community

Split (1)

train · 2.59k 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
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
301.3	311.2	1,457	44.5	14	L	0
300.5	309.5	1,320	49.9	59	M	0
303.7	312.4	1,631	28.5	132	M	0
301.4	310.8	1,698	29.6	99	L	0
297.9	308.9	1,393	40.6	45	L	0
298.9	310.3	1,364	54	95	L	0
298.4	309.4	1,385	50	201	L	0
300.1	309.8	1,506	35.2	21	L	0
300.4	311.4	1,936	23.9	131	L	0
301.1	310.8	1,724	27.5	101	L	0
300.1	311.6	1,589	37.9	37	H	0
303.7	312.5	1,520	35.6	154	H	0
300.5	311.9	1,710	28.4	158	L	0
298.8	309.1	1,418	46.3	133	L	0
302.1	311.4	1,467	43.4	33	M	0
302.9	312.2	1,729	23.6	96	L	0
298.7	308.4	1,441	43.2	132	M	0
299.4	310.4	1,509	40.6	175	L	0
301.1	311	1,378	51.1	190	L	0
300.8	311.7	1,681	31.3	221	L	0
303.3	311.8	1,536	40.6	205	M	0
303	312.5	1,698	30	89	H	0
297	307.8	1,553	33.3	155	L	0
302.9	312.3	1,426	44.7	157	M	0
297.8	308.4	1,737	27.5	146	L	0
301	310.9	1,822	21.6	168	L	0
301.5	310.9	1,580	32.3	11	L	0
297.9	307.7	1,546	37.6	72	L	0
298	307.9	1,417	51	137	M	0
302.6	312.2	1,458	38.8	34	M	0
299	310.3	1,520	45	171	L	0
301.2	310.3	1,451	39.7	123	L	0
302.4	311.8	1,648	30	122	L	0
300.6	309.3	1,510	46	87	M	0
302	311.2	1,400	49.5	20	M	0
300.8	310.6	1,505	36.2	0	M	0
298.6	309.6	1,540	35.8	5	L	0
299.9	310.4	1,470	50	148	L	0
301	312.2	1,372	47	59	L	0
301.1	310.5	1,646	30.7	76	M	0
297.3	308.6	1,471	50.7	157	M	0
298.8	309.6	1,523	41.9	165	L	0
300.7	311	1,318	48.2	128	L	0
300	311.4	1,384	46.1	7	M	0
300.8	311	1,578	44.4	86	L	0
297.4	308.6	1,439	46.4	114	L	0
300.8	310.4	1,518	36	59	M	0
300	309.6	1,364	45.9	16	L	0
304.1	313.2	1,412	47.5	150	L	0
298.6	309.8	1,704	28.3	64	L	0
301	309.6	1,588	32.7	138	M	0
300.8	311.1	1,480	41.1	176	L	0
297.6	308.7	1,376	59.9	74	M	0
301	310.9	1,296	54.9	69	L	0
302.2	311.1	1,447	52.1	174	L	0
298.9	308.5	1,456	50	156	M	0
299.2	310.5	1,391	45.8	38	L	0
301.9	309.8	1,724	27.5	126	H	0
303.1	312.8	1,465	44.1	109	L	0
303.6	312.7	1,403	46.2	57	H	0
300.5	309.8	1,555	38.9	166	M	0
303.7	312.6	1,429	43.3	189	M	0
300.4	309.6	1,432	44.7	192	L	0
298.6	309.6	1,353	62.5	9	L	0
300.1	309.5	1,660	32.7	57	L	0
299.7	309.2	1,401	54.1	118	L	0
298.1	307.9	1,665	32	7	L	0
300.3	309.2	1,412	44.8	200	L	0
297.4	309.1	1,463	35	183	M	0
301.7	310.6	1,406	46	112	L	0
301	311.2	1,521	35.8	13	M	0
297.7	309.7	1,591	37.7	196	L	0
301.6	310	1,566	30.3	79	L	0
298	308.5	1,429	37.7	220	L	0
302.2	311.5	1,863	25.7	85	M	0
298.2	308.2	1,446	38.2	61	L	0
300.7	311.8	1,407	42.4	224	M	0
303.4	312.7	1,399	48.4	34	M	0
299.6	311.1	1,679	30.7	129	L	0
297.4	309.2	1,428	38.8	26	L	0
297.7	309	1,874	24.4	28	L	0
300	309.9	1,651	28.1	114	M	0
300	309.3	1,972	22	175	L	0
296.7	307.8	1,400	47.5	3	L	0
300.4	311.6	1,200	76.6	3	L	0
301.9	310.6	1,260	65.9	29	M	0
297.9	309	1,456	46.5	52	L	0
299	308.6	1,434	45.9	108	L	0
301	310.9	1,679	29.8	64	L	0
297.5	308.9	1,738	24	195	L	0
297.4	308.6	1,276	53.6	103	L	0
300.6	310.9	1,433	42.6	101	L	0
297.7	308.8	1,388	45.6	190	M	0
300.2	311.7	1,448	54.2	173	L	0
301	312.1	1,377	49.9	48	L	0