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eogreen
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machine-failure-logs

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train · 303 rows

Air temperature [K] float64 11 304	Process temperature [K] float64 11 313	Rotational speed [rpm] int64 11 2.7k	Torque [Nm] float64 12.6 110	Tool wear [min] int64 0 235	Type stringclasses 3 values	prediction int64 0 1
11	11	11	110	11	M	0
300.5	310.5	1,695	26.7	28	L	0
301.7	311.2	1,418	38	166	L	0
302.1	311.4	1,518	37.4	102	L	0
300.5	309.8	1,566	35.9	204	M	0
301.1	311.1	2,089	19.8	162	M	0
301.4	310.4	1,689	30.6	110	L	0
299.5	308.6	1,672	30.5	177	L	0
300.6	310.3	1,648	30.5	217	L	0
303.7	312.4	1,525	43.9	188	L	0
300.4	309.7	1,740	31.1	113	L	0
299.8	311.1	1,603	35.1	179	L	0
298.8	310.5	1,464	46.4	207	L	0
297.2	308.4	1,460	42.1	41	L	0
297.6	309.3	1,415	41.3	17	M	0
297.2	308.3	1,419	39.7	115	L	0
304	313.1	1,408	39.8	132	H	0
300.8	311.2	1,481	38.5	181	L	0
298.2	308.8	1,626	40.4	20	M	0
296.6	307.7	1,386	62.3	100	H	0
303.7	312.5	1,397	45.7	187	L	0
298.4	309.7	1,581	34.6	150	L	0
301.2	310.8	1,711	28.9	38	L	0
299.4	310.9	1,446	47.3	12	M	0
298	308.6	1,481	42.5	54	L	0
302.9	311.2	1,751	23.8	196	L	0
302.6	310.4	1,451	43.1	35	M	0
297.2	308.6	1,284	51.3	32	M	0
300.6	309.3	1,409	38.7	115	L	0
300.7	312.4	1,590	37.9	98	L	0
302.3	311.6	1,608	39.9	136	M	0
296.2	307.2	1,552	34.8	8	M	0
301	310.7	1,391	45	123	L	0
300.4	309.9	1,681	28.6	206	L	0
297.5	308.7	1,443	46.2	110	L	0
300.1	311.5	1,434	40.8	80	L	0
300.4	311.8	1,636	32.3	7	L	0
297.5	309.3	1,525	41.7	235	H	0
297.8	307.7	1,393	38	29	L	0
300.9	310	1,600	36	204	M	0
302.6	311.5	1,427	38.9	213	L	0
303.8	312.7	1,555	33.4	128	M	0
300.1	309.4	1,694	27.4	44	L	0
300.4	309.4	1,487	38.9	185	H	0
297.5	308.9	1,443	43.5	0	L	0
298.7	309.9	1,465	39.7	72	L	0
300.1	311.2	1,489	39.1	188	L	0
298.3	309.4	1,595	29	103	M	0
298.7	309.7	1,510	40.6	162	L	0
297.4	308.6	1,276	53.6	103	L	0
301.5	310.5	1,412	44.1	184	M	0
302.9	312.2	1,729	23.6	96	L	0
303.5	312.9	1,332	52.9	66	L	0
303.9	312.7	1,339	62.3	156	L	1
299.3	310	1,373	44.8	221	H	0
298.9	310.6	1,519	38.8	213	H	0
298.4	309.1	1,423	48	135	L	0
297.4	308.3	1,535	34.6	51	M	0
299.5	308.7	2,549	13	179	L	1
297.7	308.7	1,449	40.2	95	L	0
299	310.3	1,520	45	171	L	0
298.8	308.9	1,461	47.9	206	L	0
297.3	308.7	1,577	35.6	133	M	0
300.2	309.3	1,506	35.6	63	H	0
297.8	309.3	2,015	20.1	161	L	0
297.5	308.3	1,544	40.8	37	L	0
302.5	311.9	1,497	41.6	123	L	0
302.6	310.3	1,642	33.2	82	L	0
299.8	310	1,361	53.8	167	L	0
295.8	306.4	1,399	47.6	84	L	0
297.9	308	1,954	21.1	42	L	0
302.5	311.9	1,298	57.5	57	M	0
300.9	312	1,720	27.9	202	H	0
299.3	309	1,734	30.6	154	L	0
303.7	312.3	1,511	38.9	117	L	0
302	311.2	1,270	65.3	182	L	1
297.5	308.7	1,456	44.7	29	L	0
301.8	310.8	1,505	41.2	33	L	0
300.6	312.1	1,354	46.9	138	H	0
298	307.7	1,492	38.7	202	L	0
300.1	311.4	1,418	47.7	73	L	0
298.2	308.9	1,278	54	18	L	0
296.9	307.9	1,441	47.6	60	M	0
299.4	308.6	1,541	39.1	109	M	0
301.7	311	1,505	37.1	190	M	0
302.4	310.1	1,577	35.8	136	M	0
301.6	310.9	1,510	40.9	152	M	0
303.7	312.4	1,631	28.5	132	M	0
302.2	310.8	1,408	46.8	49	M	0
299.5	310.8	1,754	31.3	114	M	0
296.2	307.2	1,385	44	5	M	0
298.2	308.2	1,446	38.2	61	L	0
298.9	309.8	1,947	21.7	105	M	0
300.4	311.1	1,397	50.8	189	L	0
301.1	310.9	1,552	37.9	126	M	0
301.7	310.1	2,695	12.6	10	L	1
298.8	308.6	1,593	35.5	175	L	0
301.1	310.7	2,219	16.7	79	M	0
297.7	309	1,507	38.2	94	L	0
302.4	311.2	1,450	47.9	154	L	0

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