Table 3.
Mixture complexities and prediction model errors
Reference | Mixture Constituents | Compounds per Constituent | Arithmetic Scaled Error | Geometric Scaled Error | Harmonic Scaled Error |
---|---|---|---|---|---|
Houghten et. al. 13 | 20 | 8000 | 3.49 | 2.49 | 0.60 |
20 | 400 | 31.44 | 24.60 | 1.03 | |
20 | 20 | 301.28 | 210.04 | 0.72 | |
20 | 1 | 29.85 | 12.01 | 0.26 | |
Dooley et. al.14 | 20 | 8000 | 0.57 | 0.12 | 0.59 |
20 | 400 | 2.01 | 0.63 | 0.06 | |
20 | 20 | 3.31 | 1.43 | 0.57 | |
20 | 1 | 5.26 | 1.54 | 0.00 | |
Dooley et. al. 15 | 20 | 8000 | 4.43 | 1.97 | 0.51 |
20 | 400 | 0.44 | 0.18 | 0.08 | |
20 | 20 | 3.34 | 1.48 | 0.50 | |
20 | 1 | 0.36 | 0.14 | 0.42 | |
Pinilla et. al. 16 | 20 | 400 | 720.86 | 175.36 | 0.09 |
20 | 400 | 9.58 | 6.85 | 3.82 | |
20 | 20 | 0.43 | 0.15 | 0.47 | |
20 | 1 | 0.51 | 0.25 | 0.08 | |
Houghten et. al. 17 | 20 | 8000 | 5.30 | 3.42 | 2.30 |
20 | 400 | 7.52 | 3.78 | 0.43 | |
20 | 20 | 3.03 | 1.38 | 0.11 | |
20 | 1 | 2.07 | 1.23 | 0.77 | |
Appel et. al. 18 | 20 | 8000 | 62.05 | 41.57 | 3.39 |
20 | 400 | 108.27 | 25.57 | 0.17 | |
20 | 20 | 0.37 | 0.23 | 0.10 | |
20 | 1 | 0.14 | 0.03 | 0.13 | |
20 | 400 | 47.86 | 22.83 | 0.38 | |
20 | 20 | 2,104.59 | 970.81 | 0.81 | |
20 | 1 | 156.42 | 18.93 | 0.24 | |
Davis et. al. 19 | 12 | 144 | 1.75 | 1.45 | 1.03 |
12 | 12 | 1.04 | 0.82 | 0.50 | |
Ecker et. al. 20 | 4 | 4096 | 0.91 | 0.18 | 0.57 |
4 | 1024 | 14.08 | 6.00 | 0.15 | |
4 | 256 | 3.13 | 1.82 | 0.57 | |
4 | 64 | 2.53 | 1.22 | 0.37 | |
4 | 16 | 0.65 | 0.48 | 0.26 | |
4 | 4 | 0.35 | 0.27 | 0.17 | |
4 | 1 | 0.38 | 0.17 | 0.02 |