-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathModelevaluations.txt
executable file
·56 lines (49 loc) · 2.5 KB
/
Modelevaluations.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
GDP per capita - cubic (line 3)
Models MSE RMSE MAPE
1 Regression - 1 389957.095 624.46545 0.22840676
2 Regression - 2 39051.957 197.61568 0.07016555
3 Regression - 3 5083.268 71.29704 0.02683388
4 Regression - 4 5083.268 71.29704 0.02683388
5 Regression - 5 5083.268 71.29704 0.02683388
6 DBN - 3 13834.670 117.62088 0.02422851
7 DBN - 4 12376.896 111.25150 0.02263069
8 DBN - 5 15485.824 124.44205 0.02476723
9 DBN - 6 17648.730 132.84852 0.02646204
-----------------------------------------------------------
Population - DBN5 (line 8)
Models MSE RMSE MAPE
1 Regression - 1 1.559236e+14 12486937.9 1.356848e-02
2 Regression - 2 1.245095e+14 11158380.7 1.137189e-02
3 Regression - 3 5.722925e+11 756500.2 6.439128e-04
4 Regression - 4 5.722925e+11 756500.2 6.439128e-04
5 Regression - 5 5.722925e+11 756500.2 6.439128e-04
6 DBN - 3 1.253361e+10 111953.6 7.239628e-05
7 DBN - 4 1.845695e+09 42961.56 2.930842e-05
8 DBN - 5 1.142792e+09 33805.21 2.288808e-05
9 DBN - 6 1.350881e+09 36754.33 2.465345e-05
10 DBN - 7 1.222441e+09 34963.42 2.323379e-05
-----------------------------------------------------------
Energy intensity - cubic (line 3)
Models MSE RMSE MAPE
1 Regression - 1 0.010061302 0.10030604 0.07170094
2 Regression - 2 0.001677013 0.04095134 0.02763345
3 Regression - 3 0.001205297 0.03471739 0.02414209
4 Regression - 4 0.001205297 0.03471739 0.02414209
5 Regression - 5 0.001205297 0.03471739 0.02414209
6 DBN - 3 0.001992729 0.04463999 0.03551413
7 DBN - 4 0.001307558 0.03616017 0.02712133
8 DBN - 5 0.001575283 0.03968983 0.03079658
9 DBN - 6 0.001349493 0.03673544 0.02815639
10 DBN - 7 0.001643960 0.04054578 0.03086261
-----------------------------------------------------------
Carbon intensity - DBN3 (line 7)
Models MSE RMSE MAPE
1 Regression - 1 4.016550e-05 0.006337626 0.01946777
2 Regression - 2 3.373834e-05 0.005808471 0.01870769
3 Regression - 3 3.073686e-05 0.005544083 0.01758008
4 Regression - 4 3.073686e-05 0.005544083 0.01758008
5 Regression - 5 3.073686e-05 0.005544083 0.01758008
6 DBN - 2 2.773509e-05 0.005266411 0.01387795
7 DBN - 3 2.614678e-05 0.005113392 0.01444294
8 DBN - 4 2.720748e-05 0.005216079 0.01452885
9 DBN - 5 2.868130e-05 0.005355493 0.01612660