Variable | Training data | |||||||||||||||||||||||||
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 | ||
Independent | x1 | 27 | 27 | 27 | 27 | 33 | 33 | 33 | 33 | 22 | 22 | 22 | 22 | 17 | 17 | 17 | 11 | 11 | 11 | 11 | 6 | 6 | 6 | 6 | 6 | 27 |
x2 | 22 | 18 | 17 | 16 | 25 | 22 | 23 | 20 | 16 | 15 | 16 | 17 | 11 | 10 | 11 | 12 | 6 | 7 | 6 | 6 | 2 | 1 | 0 | 1 | 18 | |
x3 | 10 | 3 | 5 | 17 | 23 | 10 | 9 | 13 | 1 | 15 | 8 | 28 | 9 | 2 | 1 | 30 | 15 | 8 | 1 | 7 | 18 | 2 | 7 | 16 | 9 | |
x4 | 5 | 8 | 12 | 17 | 3 | 1 | 8 | 14 | 7 | 4 | 9 | 10 | 1 | 4 | 9 | 4 | 9 | 15 | 4 | 6 | 10 | 1 | 11 | 9 | 5 | |
x5 | 18 | 5 | 14 | 10 | 15 | 12 | 8 | 10 | 6 | 7 | 17 | 4 | 9 | 7 | 14 | 18 | 5 | 14 | 10 | 15 | 12 | 8 | 10 | 6 | 7 | |
x6 | 42 | 30 | 28 | 35 | 68 | 60 | 29 | 32 | 25 | 51 | 38 | 44 | 54 | 39 | 24 | 73 | 38 | 23 | 24 | 32 | 30 | 31 | 25 | 31 | 36 | |
x7 | 5 | 3 | 1 | 8 | 10 | 3 | 7 | 6 | 4 | 1 | 11 | 8 | 4 | 5 | 2 | 5 | 3 | 1 | 8 | 10 | 3 | 7 | 6 | 4 | 1 | |
x8 | 350 | 50 | 120 | 280 | 160 | 220 | 100 | 80 | 300 | 90 | 150 | 30 | 95 | 140 | 70 | 450 | 70 | 120 | 380 | 160 | 220 | 100 | 80 | 300 | 90 | |
x9 | 20 | 15 | 8 | 30 | 45 | 15 | 30 | 50 | 12 | 25 | 18 | 55 | 21 | 13 | 19 | 20 | 15 | 8 | 30 | 45 | 15 | 30 | 50 | 12 | 25 | |
x10 | 2 | 3 | 1 | 4 | 2 | 1 | 4 | 3 | 1 | 4 | 2 | 2 | 3 | 4 | 1 | 2 | 3 | 1 | 4 | 2 | 1 | 4 | 3 | 1 | 4 | |
x11 | 14 | 10 | 9 | 12 | 19 | 17 | 9 | 8 | 7 | 16 | 9 | 14 | 16 | 13 | 6 | 20 | 10 | 6 | 6 | 7 | 7 | 7 | 6 | 7 | 8 | |
x12 | 4 | 4 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 8 | 9 | 3 | 1 | 3 | 3 | 10 | 9 | 8 | 2 | |
x13 | 36 | 28 | 26 | 35 | 68 | 60 | 29 | 32 | 25 | 51 | 35 | 40 | 50 | 35 | 22 | 60 | 35 | 23 | 20 | 32 | 30 | 31 | 25 | 31 | 36 | |
x14 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | 4 | 9 | 8 | 23 | 10 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | |
x15 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | 4 | 9 | 8 | 23 | 10 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | |
x16 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | 4 | 9 | 8 | 23 | 10 | 10 | 20 | 11 | 18 | 8 | 5 | 6 | 14 | 16 | 12 | |
Dependent | y | 3 | 4 | 3 | 2 | 5 | 5 | 3 | 2 | 1 | 4 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 3 |