Datasets:

pgurazada1
/

machine-failure-mlops-demo-logs

Dataset card Viewer Files Files and versions Community

Split (1)

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
297.4	308.3	1,771	27.4	100	H	0
298.8	308.7	1,445	48.5	70	L	0
295.9	306.6	1,532	38.6	104	M	0
297.2	308.8	1,451	43.1	68	L	0
300.1	309.3	1,340	56	130	L	0
298.8	310.6	1,651	33.3	0	L	0
298.9	308.7	1,729	26.6	73	L	0
296.9	308.3	1,555	38.2	175	L	0
300.6	309.4	1,581	35.7	117	M	0
299	308.7	1,408	48.5	25	H	0
302	309.9	1,447	42.8	185	H	0
298.9	308.6	1,400	49.5	79	L	0
297.2	308.4	1,460	42.1	41	L	0
297.8	308.8	1,559	35.2	66	L	0
297.4	308.1	1,749	25.9	8	L	0
304	313.1	1,472	45.5	166	H	0
302.4	311.7	1,495	36.8	215	L	0
301.6	310.7	1,791	23.8	81	M	0
302.7	312	1,944	21.4	71	M	0
301.1	311.3	1,836	22.8	31	M	0
300.5	311.9	1,576	31.1	149	L	0
300.1	311.4	1,390	52.1	94	M	0
300.7	310.6	1,572	38.5	50	M	0
300.5	309.5	1,320	49.9	59	M	0
301.4	310.1	1,502	46.6	37	L	0
300.8	310.1	1,686	26.9	128	M	0
296.8	308.2	1,643	34.7	191	L	0
300.7	310.6	1,439	41.7	184	M	0
300.3	311.6	1,595	38.8	154	L	0
300.5	309.8	1,379	54.2	207	L	0
297.5	308.4	1,633	33.3	213	L	0
299	310.2	1,682	28.8	49	L	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
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
300	305	1,500	360	20	null	1
300	305	1,500	360	20	null	1
300	305	1,500	360	20	null	1
1	1	1	1	1	M	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
296.3	307.3	1,368	49.5	1,000	M	1
296.3	307.3	1,368	49.5	1,000	M	1
296.3	307.3	1,368	49.5	1,000	M	1
296	307.3	1,368	49.5	1,000	M	1
296.3	307.3	1,368	49.5	1,000	M	1
500	307.3	1,368	49.5	1,000	M	1
296.8	308.2	1,361	53.8	193	L	0
298.4	308.1	1,375	50.8	94	L	0
300.9	310	1,600	36	204	M	0
301	309.6	1,588	32.7	138	M	0
296.9	308.3	1,555	38.2	175	L	0
303.9	313.2	1,570	40.7	74	M	0
302.6	312.1	1,439	52.3	35	L	0
298.8	309.9	1,482	39.1	45	L	0
298.8	310	1,484	44.9	80	M	0
297.4	308.5	1,495	37.8	211	L	0
303.9	313.2	1,422	48	215	M	0
298.4	309.2	2,118	17.7	210	L	0
303.9	313.3	1,507	34.3	161	M	0
299.8	311.2	1,664	28.3	173	L	0
300.7	312.4	1,590	37.9	98	L	0
299.8	309.1	1,578	42.1	191	L	0
298.8	308.7	1,445	48.5	70	L	0
299.8	309.6	1,447	43.1	12	L	0
303.9	313.2	1,481	40	100	L	0
300.5	311.4	1,432	47.5	51	L	0
300.5	311.6	1,525	37.6	191	L	0
301.4	310.7	1,425	45.1	7	L	0
295.5	305.9	1,593	37.2	197	H	0
295.8	306.4	1,399	47.6	84	L	0
300.7	310.3	1,458	40	207	L	0
299.4	310.4	1,582	31.7	181	L	0
298.7	308.4	1,560	33.3	53	H	0
300.5	309.8	1,345	62.7	153	L	1
299.1	310.6	1,397	49.5	165	M	0
300.9	310.6	1,598	35.4	186	L	0
297	307.8	1,579	34.1	94	M	0
299.7	309.2	1,346	57.4	138	L	0
297.5	308.3	1,544	40.8	37	L	0
299.6	310.9	1,630	29.8	206	M	0