Datasets:

pgurazada1
/

machine-failure-mlops-demo-logs

Dataset card Viewer Files Files and versions Community

Split (1)

train · 1.81k 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
298.6	309.5	1,730	30.2	41	L	0
301	311.1	1,615	35.6	158	L	0
302	310.5	1,812	24.4	138	H	0
297.7	309.7	1,680	30.2	168	M	0
300.5	311.6	1,744	26.8	94	L	0
301	311.5	1,530	43.9	165	M	0
300.9	312.2	1,811	23.2	72	L	0
297.2	307.9	1,326	75.4	172	L	1
302.6	312	1,674	32.2	70	L	0
300.8	310.6	1,505	36.2	0	M	0
301.6	310.9	1,532	43.6	15	L	0
298.7	309.6	1,502	46.7	198	L	0
302.2	310.6	1,462	43.6	0	L	0
297.1	308.1	1,633	33.3	192	L	0
303	311.1	1,525	40.7	179	L	0
297	308.2	1,577	29.4	130	L	0
296.6	307.4	1,790	25.8	72	M	0
304	313	1,701	30.4	171	H	0
300	309	1,709	32.1	79	L	0
300.7	310.3	1,458	40	207	L	0
296.9	308	1,332	53.9	7	L	0
304.1	313.2	1,590	43.4	52	H	0
302.2	311.7	1,471	45.6	140	L	0
299.5	309.9	1,402	51.7	58	L	0
301.1	310.5	1,646	30.7	76	M	0
295.5	305.9	1,593	37.2	197	H	0
297.6	308.7	1,455	48.2	145	L	0
301	310.7	1,391	45	123	L	0
297.8	308.4	1,737	27.5	146	L	0
301.5	310.8	1,785	25.5	120	L	0
300.6	312.2	2,174	18.5	95	M	0
301.9	309.7	1,568	37.5	135	M	0
299.2	308.6	1,586	35.7	138	M	0
303.1	311.3	1,403	55.6	150	L	1
298.8	310.5	1,464	46.4	207	L	0
296.8	307.4	1,455	49.9	102	M	0
298	307.7	1,430	47.3	49	L	0
297.5	309.2	1,804	27.4	215	M	0
302.3	311.2	1,432	42.7	68	M	0
300.6	310.5	1,509	43.1	31	L	0
297.8	307.7	1,505	39.7	25	L	0
299.4	309.3	1,401	59	38	L	0
301.5	310.4	1,593	36.8	50	M	0
297.3	308.5	1,545	34.3	74	L	0
300.9	310.5	1,894	21.9	188	L	0
302.4	312.1	1,492	47.7	7	M	0
298.1	307.8	1,379	49.1	135	L	0
303.7	312.6	1,429	43.3	189	M	0
301.2	311	1,596	37.2	219	L	0
303.5	312.6	1,405	51.6	62	M	0
301.3	311	1,554	47.7	84	L	0
300.9	311.9	1,480	40.9	28	M	0
298.2	307.8	1,515	46.7	74	L	0
298.5	309.6	1,462	45.1	115	L	0
301.6	310.8	1,564	34.1	150	L	0
299.9	309.2	1,539	43.2	132	M	0
300.2	311.7	1,286	55.1	42	L	0
303.4	311.7	1,673	32.2	166	L	0
298.1	307.7	1,498	38.3	81	M	0
299.7	309.2	1,631	35.1	177	L	0
298.3	309.1	1,386	45.3	212	L	0
298	308.7	1,268	69.4	189	L	1
301.8	311.1	1,495	36.9	197	L	0
302.4	310.7	1,521	40.4	152	M	0
297.6	308.6	1,444	48.2	46	M	0
302	310.9	1,378	53.1	212	L	0
300.1	311.6	1,530	36.6	74	L	0
297.4	308.5	1,295	52.1	130	L	0
300.3	309.2	1,807	26.4	169	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
304.1	313.3	1,480	38.4	72	M	0
299.3	309	1,734	30.6	154	L	0
301.8	311.1	1,495	36.9	197	L	0
297.6	308.8	1,683	31.6	79	M	0
297.5	308.6	1,536	39	202	L	0
296.6	307.7	1,386	62.3	100	H	0
299.1	308.3	1,424	43.4	16	H	0
300.4	311.2	1,673	28.9	171	L	0
302	310.9	1,456	47.2	54	M	0
300.5	311	1,759	28.3	13	L	0
299.3	308.8	1,550	45.8	170	L	0
302.6	312	1,657	29.3	37	H	0
302.5	310.3	1,592	32.6	174	L	0
300.6	309.7	1,470	43.8	18	H	0
301.8	310.8	1,546	43.4	29	L	0
300.2	311.7	1,286	55.1	42	L	0
299.5	310	1,481	43.1	90	L	0
300.8	310.8	1,415	44.5	87	M	0
301.8	310.6	1,395	50.5	131	L	0
304.1	313.2	1,452	48	126	L	0
301.7	311.1	1,578	40.5	174	M	0
300.6	311.7	1,734	29.9	72	L	0
297.9	308.1	1,531	40.8	2	L	0
302.4	312.1	1,492	47.7	7	M	0
297.4	308.8	1,651	34.1	163	L	0
298.7	308.5	1,469	39.9	67	L	0