Datasets:

opt456758
/

machine-failure-logs

Modalities:

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

Split (1)

train · 1.07k rows

Air temperature [K] float64 4 304	Process temperature [K] float64 3 314	Rotational speed [rpm] int64 2 2.72k	Torque [Nm] float64 2 2k	Tool wear [min] int64 0 10k	Type stringclasses 3 values	prediction int64 0 1
100	20	200	200	4	M	1
300.5	310.5	1,695	26.7	28	L	0
299.2	308.9	1,430	39.1	117	L	0
301.8	311.1	1,663	31.6	199	M	0
303.5	312	1,397	52.9	80	H	0
297.5	308.4	1,433	50	218	L	0
298.8	309.6	1,692	31.9	167	M	0
297.9	309	1,629	29	26	L	0
303.3	311.4	1,732	25.6	232	L	0
298	309.2	1,527	39.5	85	L	0
301.4	310.7	1,459	37.7	40	M	0
300.2	311	2,370	14.7	144	M	0
302.1	310.8	1,786	25.7	47	L	0
302.3	311	1,329	51.5	154	L	0
300.7	310.7	1,343	51.6	211	M	0
300.8	311.2	2,237	17	95	H	0
298.1	308	1,570	35.3	159	H	0
300.7	311.3	1,348	53	35	M	0
300.8	312.3	1,858	26.3	144	L	0
300.4	310	1,423	44.2	189	L	0
298.2	308.6	1,433	39.5	7	L	0
301.3	310.7	1,516	46	119	L	0
298	308.7	1,377	48.5	181	M	0
302	310.9	1,663	31.5	81	L	0
301.8	309.8	1,546	39.8	121	M	0
297.7	309.7	1,591	37.7	196	L	0
300.7	310.2	1,348	54.8	50	L	0
297.6	308.7	1,376	59.9	74	M	0
300.4	309.7	1,488	35.7	177	L	0
300	311.5	1,451	49	115	M	0
300.9	312	1,720	27.9	202	H	0
296.3	307.2	1,291	58.6	29	L	0
297.8	307.4	1,418	41.2	155	L	0
302	311.2	1,418	49.5	17	M	0
300.2	309.5	1,434	51.5	189	M	0
301.2	310.7	1,747	27.3	35	H	0
298.8	308.8	1,445	49.9	4	H	0
298.5	308.7	1,450	43.9	28	H	0
301.8	311.2	1,417	55.9	156	L	0
303.4	312.7	1,399	48.4	34	M	0
302.9	312.3	1,426	44.7	157	M	0
300.8	311.3	1,524	43.5	71	L	0
297.1	307.9	1,365	54	174	H	0
300.8	311.3	1,462	41.4	75	L	0
299.5	308.6	1,672	30.5	177	L	0
300.5	311.5	1,370	56.1	7	M	0
300.1	309.1	1,400	46.7	77	L	0
297.4	308.4	1,571	39.4	0	L	0
301.9	310.6	1,331	68.6	85	L	1
301.6	310.4	1,561	35.3	156	L	0
297.4	308.9	1,376	39	181	M	0
299.3	308.5	1,589	32.7	74	L	0
298.3	308.8	1,645	30.4	33	L	0
298.8	308.6	1,524	37.7	170	H	0
302.6	311	1,610	39.2	152	L	0
302.2	311.7	1,556	38.6	145	L	0
298.8	309.8	1,437	48.2	164	H	0
301.7	311	1,585	35.9	185	L	0
300.4	310.1	1,544	41.9	184	L	0
300.7	310.8	1,452	47.9	77	M	0
302	310.6	1,361	46.7	182	L	0
296.1	307.1	1,898	22.7	20	L	0
301.9	310.7	1,429	51	76	L	0
298.3	308.3	1,452	45.5	63	L	0
295.5	306.1	1,822	24.3	164	M	0
300.2	311.7	1,286	55.1	42	L	0
298.9	310.2	1,331	49	121	M	0
300.7	310.9	1,468	41.8	112	M	0
301	310.4	1,665	30.9	177	M	0
298.9	309.9	1,449	44.1	112	M	0
300.1	311.3	1,495	41	193	M	0
299.1	310.3	1,411	42.1	74	L	0
302.2	310.8	2,203	16.6	47	L	0
298.8	308.7	1,445	48.5	70	L	0
303.3	311.4	1,510	37.3	36	L	0
299.4	309.1	1,373	44.1	81	H	0
298.1	307.8	1,514	43.5	78	M	0
301.2	310.7	1,517	39.4	107	L	0
303.9	312.7	1,339	62.3	156	L	1
304	313.1	1,466	39.5	83	M	0
300	309.6	1,364	45.9	16	L	0
299.7	309.1	1,473	39.4	125	L	0
297.2	308.1	1,662	31.3	0	L	0
302.6	310.8	1,470	41.2	156	L	0
300.1	311.6	1,530	36.6	74	L	0
297.3	308.3	1,935	19.3	24	H	0
300.8	310.6	1,505	36.2	0	M	0
299.2	310.5	1,391	45.8	38	L	0
303.1	312.5	1,453	49.1	140	L	0
298.7	308.5	1,668	35.2	77	L	0
300.5	309.8	1,428	43.8	119	L	0
300.7	310.6	1,407	40.5	87	L	0
302.4	312	1,621	32.5	169	L	0
301.8	310.7	1,383	45.7	44	M	0
297.8	307.3	1,327	61	186	L	0
301.9	310.4	1,286	62.8	22	L	0
301.9	311.5	1,492	40.8	150	M	0
303	312.5	1,698	30	89	H	0
299.2	308.8	1,542	39.2	179	L	0
300.7	309.3	1,425	45.3	100	L	0

End of preview. Expand in Data Studio

No dataset card yet

Downloads last month: 105

Size of downloaded dataset files:

Size of the auto-converted Parquet files:

Number of rows: