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train · 365 rows

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Mg(wt.%) float64 75.2 99.3	Zn(wt.%) float64 0 15.2	Y(wt.%) float64 0 18.1	Zr(wt.%) float64 0 2	Nd(wt.%) float64 0 4	Gd(wt.%) float64 0 20	solution temperature(°Ê) int64 0 550	solution time(h) float64 0 25	homogenization temperature(°Ê) int64 0 560	homogenization time(h) int64 0 48	extrusion temperature(°Ê) int64 0 500	extrusion ratio float64 0 42	aging temperature(°Ê) int64 0 250	aging time(h) float64 0 126	UTS(MPa) float64 75 483	YS(MPa) float64 20.9 425	EL(%) float64 0.5 37.6
90.649267	2.513864	6.836868	0	0	0	0	0	0	0	366	10	0	0	333	263	16.7
86.977013	10.343785	2.679202	0	0	0	0	0	400	10	250	10	0	0	297	197	18
81.437409	15.150387	3.412204	0	0	0	0	0	400	10	250	10	0	0	321	213	18
95.613483	2.611152	1.775365	0	0	0	0	0	500	10	350	10	0	0	340.3	328.3	1
93.916595	2.577897	3.505508	0	0	0	0	0	500	10	350	10	0	0	383.2	360.5	1
92.262387	2.545478	5.192135	0	0	0	0	0	500	10	350	10	0	0	390.2	367.5	1.3
90.649267	2.513864	6.836868	0	0	0	0	0	500	10	350	10	0	0	405	377	7
89.075724	2.483026	8.441249	0	0	0	0	0	500	10	350	10	0	0	381.5	335.3	7
87.54032	2.452936	10.006745	0	0	0	0	0	500	10	350	10	0	0	406.3	341.1	8
91.841776	1.266937	6.891287	0	0	0	0	0	500	10	350	10	0	0	350	320	6
90.649267	2.513864	6.836868	0	0	0	0	0	500	10	350	10	0	0	405.5	377	7
89.475444	3.741253	6.783303	0	0	0	0	0	500	10	350	10	0	0	399	390	0.7
88.319871	4.949559	6.73057	0	0	0	0	0	500	10	350	10	0	0	423	389	5
87.182126	6.139223	6.678651	0	0	0	0	0	500	10	350	10	0	0	415	385	4
93.916595	2.577897	3.505508	0	0	0	0	0	540	15	330	26.9	0	0	282	192	24
96.8	2	0.6	0	0.6	0	0	0	0	0	0	0	0	0	200	116	19.8
95.2	3	0.9	0	0.9	0	0	0	0	0	0	0	0	0	189	121	13.9
93.6	4	1.2	0	1.2	0	0	0	0	0	0	0	0	0	180	119	12.5
96.8	2	0.6	0	0.6	0	520	3	0	0	0	0	240	20	236	134	12.1
95.2	3	0.9	0	0.9	0	520	9	0	0	0	0	240	20	248	145	14.8
93.6	4	1.2	0	1.2	0	520	12	0	0	0	0	240	20	257	152	13.9
93.27	3.12	1.78	0.59	1.24	0	0	0	0	0	0	0	0	0	190	119	14.1
92.36	3.42	2.13	0.63	1.46	0	0	0	0	0	0	0	0	0	201	128	10.2
91.17	4.08	2.51	0.57	1.67	0	0	0	0	0	0	0	0	0	182	123	9.4
90.02	4.66	2.83	0.64	1.85	0	0	0	0	0	0	0	0	0	168	116	7.8
94.9	3	0.9	0.6	0.6	0	0	0	0	0	0	0	0	0	180	119	12.5
94.9	3	0.9	0.6	0.6	0	540	8	0	0	270	25	0	0	213	124	16.8
94.9	3	0.9	0.6	0.6	0	540	8	0	0	270	25	220	16	262	161	15.2
96.5	0	0	0.5	3	0	540	4	0	0	300	9	0	0	220.83	140.93	37.59
96.5	0	0	0.5	3	0	540	4	0	0	300	9	200	8	283.68	186.21	27.53
96.3	0.2	0	0.5	3	0	540	4	0	0	300	9	0	0	223.06	150.82	34.17
96.3	0.2	0	0.5	3	0	540	4	0	0	300	9	200	8	309.73	204.64	26.62
96	0.5	0	0.5	3	0	540	4	0	0	300	9	0	0	231.53	167.56	36.91
96	0.5	0	0.5	3	0	540	4	0	0	300	9	200	8	281.42	209.22	26.76
96.2	0.6	0	0.5	2.7	0	0	0	0	0	0	0	0	0	148.6	108	2.8
96.2	0.6	0	0.5	2.7	0	525	14	0	0	0	0	0	0	196.1	103.6	9.5
96.2	0.6	0	0.5	2.7	0	525	14	0	0	0	0	200	12	193.6	112.6	6.7
96.2	0.6	0	0.5	2.7	0	525	14	0	0	0	0	200	16	258.7	191.4	4.2
96.2	0.6	0	0.5	2.7	0	525	14	0	0	0	0	0	0	218.4	151.8	3.5
97.21	0.11	0	0.43	2.25	0	540	10	0	0	290	8	0	0	247	204	20.6
96.69	0.2	0	0.41	2.7	0	540	10	0	0	350	8	0	0	245	163	14
96.293	0.164	0	0.413	3.13	0	0	0	0	0	0	0	0	0	194	90	12
96.293	0.164	0	0.413	3.13	0	540	10	0	0	250	25	0	0	234	162	26
96.293	0.164	0	0.413	3.13	0	540	10	0	0	350	25	0	0	229	145	25
96.293	0.164	0	0.413	3.13	0	540	10	0	0	450	25	0	0	226	124	22
96.293	0.164	0	0.413	3.13	0	540	10	0	0	250	25	200	10	243	189	21
96.293	0.164	0	0.413	3.13	0	540	10	0	0	350	25	200	10	240	159	19
96.293	0.164	0	0.413	3.13	0	540	10	0	0	450	25	200	10	236	137	17
93.61	5.65	0	0.74	0	0	0	0	0	0	390	10	0	0	316.5	213.1	16.3
92.59	5.69	0.92	0.8	0	0	0	0	0	0	390	10	0	0	325.2	216.3	11
92.72	5.43	1.17	0.68	0	0	0	0	0	0	390	10	0	0	342.5	237.3	10.5
91.83	5.72	1.72	0.73	0	0	0	0	0	0	390	10	0	0	344.9	231	12.4
91.04	5.57	2.57	0.82	0	0	0	0	0	0	390	10	0	0	333.1	231	12.4
89.98	5.47	3.69	0.86	0	0	0	0	0	0	390	10	0	0	316.3	218.4	13.3
92.78	5.15	1.4	0.67	0	0	0	0	0	0	0	0	0	0	220	140	4
92.78	5.15	1.4	0.67	0	0	0	0	0	0	380	16	0	0	351	302	15
91.7	2.6	5.1	0.6	0	0	0	0	400	29	450	11	0	0	290.4	233.6	17.1
90.1	4.6	4.7	0.6	0	0	0	0	400	29	450	11	0	0	344.6	321.5	18.1
88.9	6.1	4.4	0.6	0	0	0	0	400	29	450	11	0	0	283	243	20.3
93.5	6.01	0	0.49	0	0	0	0	400	29	450	25	0	0	315	210.3	19.3
92.73	5.94	0.96	0.37	0	0	0	0	400	29	450	25	0	0	325.1	247.1	22.3
90.7	5.3	3.59	0.41	0	0	0	0	400	29	450	25	0	0	330.2	292.4	20.7
90.04	4.61	4.74	0.61	0	0	0	0	400	29	450	25	0	0	345.2	323.5	18.1
91.98	6.63	1.39	0	0	0	400	24	0	0	210	18	0	0	337	315	16.8
86.98	10.34	2.68	0	0	0	0	0	0	0	400	10	0	0	330	262	15
81.61	15.17	3.22	0	0	0	0	0	0	0	400	10	0	0	335	252	12
95.8	3	0.6	0.6	0	0	0	0	0	0	0	0	0	0	205.9243	155.0373	18.4975
95.8	3	0.6	0.6	0	0	0	0	350	8	0	0	0	0	222.1748	156.1548	15.0525
95.8	3	0.6	0.6	0	0	425	24	0	0	0	0	0	0	223.0363	150.9683	17.8725
95.8	3	0.6	0.6	0	0	425	24	0	0	0	0	200	24	224.4573	158.0743	15.2625
97.46	2.54	0	0	0	0	0	0	400	24	265	14	0	0	246	149	20.4
97.46	2.54	0	0	0	0	0	0	400	24	400	14	0	0	234	149	17.4
94.65	5.35	0	0	0	0	0	0	400	24	265	14	0	0	299.4	188.5	19.9
94.65	5.35	0	0	0	0	0	0	400	24	400	14	0	0	277	183	17.4
96.53	2.53	0	0	0	0.94	0	0	400	24	280	14	0	0	304.9	268.9	7.3
96.53	2.53	0	0	0	0.94	0	0	400	24	400	14	0	0	284.8	236	9.2
96.53	2.53	0	0	0	0.94	0	0	400	24	500	14	0	0	262.6	210.9	11.1
93.95	5.14	0	0	0	0.91	0	0	400	24	280	14	0	0	287.2	191.2	15.8
93.95	5.14	0	0	0	0.91	0	0	400	24	400	14	0	0	279.2	185.2	15.3
93.95	5.14	0	0	0	0.91	0	0	400	24	420	14	0	0	275.3	180.3	17.7
96.44	2.68	0.88	0	0	0	0	0	400	24	300	14	0	0	306.1	271	7.53
96.44	2.68	0.88	0	0	0	0	0	400	24	400	14	0	0	291.6	247.8	5.38
96.44	2.68	0.88	0	0	0	0	0	400	24	450	14	0	0	286.6	239.7	9.97
94.26	5.07	0.67	0	0	0	0	0	400	24	300	14	0	0	287.9	190.9	14.6
94.26	5.07	0.67	0	0	0	0	0	400	24	400	14	0	0	285.1	196.2	12.6
94.26	5.07	0.67	0	0	0	0	0	400	24	420	14	0	0	286.9	210.9	13
90.649266	2.513864	6.836869	0	0	0	0	0	0	0	0	0	0	0	218.4	135.8	7.1
82.447707	4.718783	12.833509	0	0	0	0	0	0	0	0	0	0	0	236.2	153.6	3.7
75.195742	6.668412	18.135846	0	0	0	0	0	0	0	0	0	0	0	220.9	155.6	1.36
90.649266	2.513864	6.836869	0	0	0	0	0	0	0	450	42	0	0	286.3	170	28.7
90.0963	2.502916	6.807094	0.59369	0	0	0	0	0	0	0	0	0	0	236.8	138.9	10.9
90.0963	2.502916	6.807094	0.59369	0	0	0	0	0	0	450	42	0	0	282	160.4	25.6
82.447707	4.718783	12.833509	0	0	0	0	0	500	12	450	9	0	0	390	246	2.8
90.649266	2.513864	6.836869	0	0	0	0	0	0	0	0	0	0	0	201	76	12.2
90.649266	2.513864	6.836869	0	0	0	0	0	0	0	350	10	0	0	376.9	324.6	4.5
92	6	1.5	0.5	0	0	0	0	400	18	300	10	0	0	342	284.8	10.2
92	6	1.5	0.5	0	0	0	0	400	18	350	10	0	0	337.7	278.4	10.8
92	6	1.5	0.5	0	0	0	0	400	18	400	10	0	0	327.1	257.6	14.6
92	6	1.5	0.5	0	0	0	0	400	18	300	10	180	48	337.7	290	15.5
92	6	1.5	0.5	0	0	0	0	400	18	350	10	180	48	334.7	289.6	17.9

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