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foundry-ml
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dataset_mg_alloy

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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
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0
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218.4
135.8
7.1
82.447707
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236.2
153.6
3.7
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220.9
155.6
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90.649266
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450
42
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286.3
170
28.7
90.0963
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236.8
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10.9
90.0963
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450
42
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160.4
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12
450
9
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390
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90.649266
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90.649266
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350
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376.9
324.6
4.5
92
6
1.5
0.5
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0
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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