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LucasThil
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nasa_turbofan_degradation_FD004

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Split (2)

train · 61.2k rows

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unit_number int64 1 249	time_cycles int64 1 543	setting_1 float64 0 42	setting_2 float64 0 0.84	setting_3 float64 60 100	s_1 float64 445 519	s_2 float64 535 644	s_3 float64 1.24k 1.61k	s_4 float64 1.02k 1.44k	s_5 float64 3.91 14.6	s_6 float64 5.67 21.6	s_7 float64 136 571	s_8 float64 1.91k 2.39k	s_9 float64 7.98k 9.2k	s_10 float64 0.93 1.32	s_11 float64 36 48.4	s_12 float64 128 537	s_13 float64 2.03k 2.39k	s_14 float64 7.85k 8.26k	s_15 float64 8.18 11.1	s_16 float64 0.02 0.03	s_17 int64 302 399	s_18 int64 1.92k 2.39k	s_19 float64 84.9 100	s_20 float64 10.2 39.9	s_21 float64 6.08 23.9	RUL int64 0 542
249	207	10.003	0.25	100	489.05	604.48	1,495.95	1,308.1	10.52	15.46	397.6	2,319	8,794.59	1.26	45.44	374.41	2,388.16	8,140.37	8.5239	0.03	369	2,319	100	28.85	17.2719	48
249	208	42.0056	0.84	100	445	549.43	1,353.57	1,119.53	3.91	5.69	139.04	2,212.22	8,337.04	1.03	42.08	131.19	2,388.24	8,103.02	9.276	0.02	331	2,212	100	10.73	6.4354	47
249	209	25.0064	0.62	60	462.54	536.59	1,264.48	1,040.71	7.05	9	176.62	1,915.54	8,015.22	0.94	36.73	165.48	2,028.43	7,885.58	10.7904	0.02	308	1,915	84.93	14.36	8.6853	46
249	210	25.0068	0.62	60	462.54	536.94	1,259.15	1,044.19	7.05	9	176.34	1,915.54	8,022.56	0.94	36.5	165.11	2,028.34	7,879.93	10.8107	0.02	306	1,915	84.93	14.35	8.722	45
249	211	42.0065	0.8417	100	445	549.73	1,353.28	1,121.03	3.91	5.69	139.2	2,212.2	8,335.65	1.03	42.09	131.26	2,388.25	8,099.95	9.2438	0.02	329	2,212	100	10.56	6.3264	44
249	212	20.005	0.7	100	491.19	607.25	1,480.78	1,251.7	9.35	13.6	336.62	2,324.08	8,738.94	1.08	44.37	316.74	2,388.27	8,077.36	9.1299	0.02	366	2,324	100	24.75	14.7397	43
249	213	19.9996	0.7001	100	491.19	607.12	1,483.92	1,244.84	9.35	13.6	337.48	2,324.16	8,735.29	1.08	44.47	317.45	2,388.26	8,074.88	9.0859	0.02	365	2,324	100	24.66	14.6882	42
249	214	35.0016	0.84	100	449.44	555.31	1,367.08	1,131.47	5.48	7.97	196.52	2,223.2	8,369.15	1.03	42.09	184.58	2,388.27	8,087.02	9.2381	0.02	335	2,223	100	14.82	9.1506	41
249	215	25.0013	0.62	60	462.54	536.8	1,255.98	1,053.05	7.05	9	176.97	1,915.53	8,021.08	0.94	36.64	166.03	2,028.5	7,885.03	10.7991	0.02	310	1,915	84.93	14.45	8.585	40
249	216	0.0005	0.001	100	518.67	642.57	1,593.48	1,408.81	14.62	21.57	559.56	2,388.19	9,073.52	1.31	47.52	527.41	2,388.18	8,157.08	8.3176	0.03	392	2,388	100	39.16	23.4776	39
249	217	0.0022	0.001	100	518.67	642.48	1,593.66	1,408.58	14.62	21.57	560.09	2,388.18	9,075.43	1.3	47.58	527.5	2,388.19	8,157.93	8.3315	0.03	393	2,388	100	39.25	23.585	38
249	218	35.0058	0.8413	100	449.44	554.92	1,376.01	1,129.36	5.48	7.96	196.63	2,223.21	8,364.94	1.03	41.74	184.23	2,388.33	8,084.9	9.2141	0.02	334	2,223	100	14.97	8.9471	37
249	219	10.004	0.2514	100	489.05	604.78	1,499.96	1,311.71	10.52	15.46	398.28	2,319.03	8,804.76	1.26	45.54	376.05	2,388.33	8,149.88	8.5655	0.03	372	2,319	100	28.73	17.2108	36
249	220	35.001	0.84	100	449.44	554.81	1,362.33	1,131.33	5.48	7.97	196.44	2,223.24	8,368.35	1.03	41.91	185.2	2,388.32	8,086.44	9.2112	0.02	333	2,223	100	14.96	9.0117	35
249	221	34.9981	0.84	100	449.44	555.59	1,360.27	1,127.38	5.48	7.96	195.65	2,223.28	8,377.04	1.03	41.83	184.59	2,388.38	8,084.56	9.2077	0.02	336	2,223	100	15.05	8.9608	34
249	222	20.0029	0.7	100	491.19	607.25	1,485.51	1,254.13	9.35	13.6	337.94	2,324.23	8,750.65	1.08	44.27	318.52	2,388.35	8,085.52	9.0951	0.02	365	2,324	100	24.8	14.7251	33
249	223	42.0024	0.8407	100	445	549.5	1,341.63	1,121.35	3.91	5.69	140.01	2,212.26	8,335.13	1.03	42.29	132.03	2,388.39	8,110.39	9.2274	0.02	331	2,212	100	10.67	6.3673	32
249	224	35.0053	0.84	100	449.44	555.5	1,369.43	1,131.9	5.48	7.97	196.53	2,223.32	8,373.31	1.03	42.13	185.09	2,388.41	8,091.87	9.1552	0.02	333	2,223	100	15	8.9784	31
249	225	20.0065	0.7001	100	491.19	607.21	1,484.98	1,257.59	9.35	13.6	339.03	2,324.24	8,751.47	1.08	44.58	319.02	2,388.43	8,085.09	9.0641	0.02	367	2,324	100	24.93	14.7784	30
249	226	10.0065	0.2512	100	489.05	605.24	1,506.68	1,311.09	10.52	15.46	398.83	2,319.17	8,811.45	1.26	45.51	376.33	2,388.43	8,153.65	8.5117	0.03	369	2,319	100	28.99	17.3784	29
249	227	10.0058	0.252	100	489.05	604.51	1,500.69	1,309.67	10.52	15.46	398.95	2,319.16	8,809.99	1.27	45.76	376.35	2,388.33	8,155.98	8.4905	0.03	373	2,319	100	28.86	17.4102	28
249	228	20	0.7	100	491.19	607.71	1,490.15	1,249.13	9.35	13.6	338.53	2,324.23	8,754.76	1.08	44.52	318.93	2,388.39	8,091.27	9.0762	0.02	367	2,324	100	25	14.8493	27
249	229	10.0028	0.25	100	489.05	605.16	1,508.88	1,309.89	10.52	15.46	400.08	2,319.15	8,810.18	1.27	45.7	376.91	2,388.47	8,151.67	8.5184	0.03	371	2,319	100	28.77	17.3346	26
249	230	10.0065	0.25	100	489.05	605.27	1,508.27	1,316.45	10.52	15.46	400.59	2,319.21	8,816.79	1.27	45.56	377.2	2,388.43	8,163.28	8.5283	0.03	370	2,319	100	28.77	17.4216	25
249	231	20.0028	0.7	100	491.19	607.36	1,481.66	1,251.73	9.35	13.59	338.62	2,324.28	8,751.9	1.08	44.56	318.97	2,388.42	8,085.18	9.0518	0.02	365	2,324	100	24.77	14.8058	24
249	232	42.0079	0.84	100	445	549.62	1,351.29	1,133.04	3.91	5.69	141.26	2,212.3	8,353.37	1.04	42.23	132.92	2,388.46	8,123.32	9.1717	0.02	331	2,212	100	10.64	6.4741	23
249	233	35.0042	0.84	100	449.44	555.31	1,367.81	1,139.78	5.48	7.97	196.73	2,223.4	8,390.43	1.04	42.29	185.83	2,388.53	8,107.01	9.1695	0.02	336	2,223	100	15.16	9.0471	22
249	234	41.9981	0.8407	100	445	549.79	1,354.77	1,135.11	3.91	5.69	141.52	2,212.34	8,354.81	1.04	42.43	132.94	2,388.49	8,117.41	9.1923	0.02	332	2,212	100	10.81	6.4973	21
249	235	42.0071	0.84	100	445	549.32	1,358.66	1,129.9	3.91	5.69	140.95	2,212.28	8,360.85	1.04	42.25	133.08	2,388.46	8,121.27	9.1726	0.02	332	2,212	100	10.78	6.3638	20
249	236	41.9986	0.841	100	445	549.43	1,354.63	1,127.42	3.91	5.69	141.54	2,212.36	8,368.07	1.04	42.36	132.89	2,388.51	8,126.21	9.1413	0.02	334	2,212	100	10.54	6.4883	19
249	237	25.0012	0.62	60	462.54	537.06	1,259.23	1,049.33	7.05	9	178.44	1,915.72	8,032.08	0.94	36.92	167.07	2,028.67	7,892.18	10.694	0.02	310	1,915	84.93	14.58	8.7604	18
249	238	0.0019	0.0015	100	518.67	642.58	1,594.27	1,415.7	14.62	21.57	563.12	2,388.31	9,099.35	1.31	47.83	530.36	2,388.32	8,174.36	8.2513	0.03	394	2,388	100	39.3	23.6008	17
249	239	42.0058	0.84	100	445	549.77	1,356.17	1,127.37	3.91	5.69	140.99	2,212.4	8,360.85	1.04	42.56	133.17	2,388.52	8,125.19	9.1618	0.02	333	2,212	100	10.87	6.4236	16
249	240	0.0016	0	100	518.67	643.04	1,599.26	1,413.63	14.62	21.57	564.26	2,388.37	9,111.88	1.31	47.76	532.21	2,388.38	8,178.49	8.2255	0.03	393	2,388	100	39.52	23.5747	15
249	241	20.0022	0.7003	100	491.19	607.48	1,491.67	1,258.61	9.35	13.6	340.48	2,324.48	8,766.98	1.09	44.83	320.91	2,388.65	8,096.19	9.0102	0.03	367	2,324	100	24.75	14.9042	14
249	242	9.998	0.25	100	489.05	605.18	1,504.41	1,319.18	10.52	15.46	401.8	2,319.39	8,826.98	1.27	45.81	379.01	2,388.65	8,164.13	8.473	0.03	371	2,319	100	28.97	17.3846	13
249	243	35.0048	0.84	100	449.44	555.96	1,371.87	1,146.58	5.48	7.97	198.66	2,223.5	8,401.93	1.04	42.39	186.8	2,388.66	8,109.66	9.1205	0.02	336	2,223	100	14.88	9.0603	12
249	244	41.999	0.8406	100	445	549.17	1,366.56	1,140.47	3.91	5.69	141.02	2,212.48	8,364.13	1.04	42.59	133.17	2,388.51	8,126.76	9.1239	0.02	334	2,212	100	10.64	6.4689	11
249	245	42.0009	0.84	100	445	549.68	1,364.54	1,140.37	3.91	5.69	141.01	2,212.44	8,361.8	1.04	42.41	133.32	2,388.5	8,127.97	9.175	0.02	334	2,212	100	10.65	6.47	10
249	246	42.0049	0.84	100	445	549.66	1,360.69	1,143.75	3.91	5.69	141.98	2,212.4	8,362.88	1.04	42.4	133.31	2,388.54	8,130.97	9.1249	0.02	335	2,212	100	10.74	6.4258	9
249	247	41.9997	0.8409	100	445	549.79	1,359.28	1,139.92	3.91	5.69	142.28	2,212.45	8,375.36	1.04	42.61	134.15	2,388.59	8,133.74	9.1219	0.02	334	2,212	100	10.71	6.4422	8
249	248	20.0016	0.7011	100	491.19	607.49	1,494.1	1,265.2	9.35	13.6	341.74	2,324.63	8,780.12	1.09	44.83	322.01	2,388.74	8,106.6	9.0165	0.03	368	2,324	100	24.89	14.9015	7
249	249	42.0046	0.8405	100	445	549.34	1,365.59	1,138.33	3.91	5.69	141.44	2,212.52	8,370.78	1.05	42.56	133.84	2,388.59	8,136.44	9.0822	0.02	333	2,212	100	10.88	6.453	6
249	250	25	0.62	60	462.54	537.34	1,269.56	1,057.4	7.05	9	179.15	1,915.84	8,049.77	0.94	37.21	167.63	2,028.75	7,909.61	10.7029	0.02	307	1,915	84.93	14.55	8.6805	5
249	251	9.9998	0.25	100	489.05	605.33	1,516.36	1,315.28	10.52	15.46	404.59	2,319.66	8,840.16	1.27	46.08	380.16	2,388.73	8,185.69	8.4541	0.03	372	2,319	100	29.11	17.5234	4
249	252	0.0028	0.0015	100	518.67	643.42	1,598.92	1,426.77	14.62	21.57	567.59	2,388.47	9,117.12	1.31	48.04	535.02	2,388.46	8,185.47	8.2221	0.03	396	2,388	100	39.38	23.7151	3
249	253	0.0029	0	100	518.67	643.68	1,607.72	1,430.56	14.62	21.57	569.04	2,388.51	9,126.53	1.31	48.24	535.41	2,388.48	8,193.94	8.2525	0.03	395	2,388	100	39.78	23.827	2
249	254	35.0046	0.84	100	449.44	555.77	1,381.29	1,148.18	5.48	7.96	199.93	2,223.78	8,403.64	1.05	42.53	187.92	2,388.83	8,125.64	9.0515	0.02	337	2,223	100	15.26	9.0774	1
249	255	42.003	0.84	100	445	549.85	1,369.75	1,147.45	3.91	5.69	142.47	2,212.52	8,391.31	1.05	42.6	134.32	2,388.66	8,144.33	9.1207	0.02	333	2,212	100	10.66	6.4341	0

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