Table 7.
Variable Screening Factors | Set1 | Set2 | Set3 | Set4 | Set5 | Set6 | Set7 | Set8 | Set9 | Set10 | Set11 | Set12 | Set13 | All | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
#Data | 595 | 665 | 107 | 38 | 444 | 28 | 85 | 606 | 105 | 1252 | 799 | 57 | 61 | 4842 | |
Thole Linear | |||||||||||||||
Diagonal Elements | AUE | 1.93 | 0.25 | 3.61 | 5.18 | 2.57 | 10.10 | 1.68 | 2.89 | 5.04 | 5.60 | 0.22 | 3.96 | 7.03 | 2.81 |
RMSE | 2.49 | 0.28 | 4.29 | 6.17 | 3.10 | 12.04 | 1.99 | 3.55 | 5.78 | 7.25 | 0.25 | 4.63 | 7.94 | 3.52 | |
APE | 2.30 | 0.95 | 4.60 | 5.10 | 1.92 | 4.09 | 2.33 | 2.06 | 2.20 | 4.79 | 0.93 | 6.74 | 9.71 | 2.69 | |
All Elements | AUE | 1.19 | 0.18 | 2.47 | 3.35 | 1.95 | 6.38 | 1.17 | 2.30 | 3.50 | 3.33 | 0.17 | 2.43 | 3.91 | 1.82 |
RMSE | 1.91 | 0.23 | 3.38 | 4.75 | 2.54 | 9.04 | 1.56 | 2.95 | 4.52 | 5.33 | 0.21 | 3.48 | 5.74 | 2.69 | |
Molecular Polarizability | AUE | 1.16 | 0.12 | 2.27 | 3.38 | 1.64 | 8.23 | 0.94 | 2.26 | 3.70 | 4.52 | 0.09 | 2.20 | 4.16 | 2.07 |
APE | 1.29 | 0.42 | 2.78 | 3.40 | 1.28 | 3.67 | 1.25 | 1.70 | 1.68 | 4.11 | 0.37 | 3.71 | 5.60 | 1.95 | |
MPAD | APE | 3.08 | 1.04 | 5.48 | 6.10 | 2.33 | 5.44 | 2.78 | 2.62 | 2.60 | 6.98 | 1.02 | 7.70 | 10.90 | 3.58 |
Thole Exponential | |||||||||||||||
Diagonal Elements | AUE | 1.57 | 0.20 | 3.03 | 4.13 | 2.07 | 5.95 | 1.37 | 2.30 | 4.08 | 4.44 | 0.16 | 3.72 | 6.71 | 2.25 |
RMSE | 1.97 | 0.23 | 3.47 | 4.70 | 2.38 | 7.35 | 1.57 | 2.79 | 5.02 | 5.59 | 0.19 | 4.28 | 7.65 | 2.76 | |
APE | 1.86 | 0.80 | 4.09 | 4.25 | 1.63 | 2.36 | 2.01 | 1.64 | 1.71 | 3.97 | 0.73 | 6.63 | 9.39 | 2.25 | |
All Elements | AUE | 0.94 | 0.18 | 2.03 | 2.77 | 1.53 | 3.64 | 0.96 | 1.77 | 2.72 | 2.64 | 0.16 | 2.26 | 3.75 | 1.45 |
RMSE | 1.49 | 0.23 | 2.76 | 3.72 | 1.94 | 5.44 | 1.26 | 2.29 | 3.80 | 4.13 | 0.22 | 3.27 | 5.56 | 2.12 | |
Molecular Polarizability | AUE | 1.06 | 0.14 | 1.86 | 2.18 | 1.25 | 5.35 | 0.51 | 1.63 | 2.93 | 3.49 | 0.11 | 2.21 | 3.90 | 1.63 |
APE | 1.21 | 0.60 | 2.42 | 2.37 | 0.96 | 2.41 | 0.77 | 1.24 | 1.31 | 3.32 | 0.55 | 3.93 | 5.20 | 1.66 | |
MPAD | APE | 2.40 | 0.96 | 4.57 | 4.80 | 1.87 | 3.32 | 2.29 | 2.07 | 2.23 | 5.53 | 0.89 | 7.35 | 10.63 | 2.90 |
Thole Amoeba | |||||||||||||||
Diagonal elements | AUE | 1.77 | 0.23 | 3.73 | 4.10 | 2.02 | 4.40 | 1.35 | 2.84 | 4.72 | 4.87 | 0.19 | 3.95 | 6.40 | 2.47 |
RMSE | 2.28 | 0.25 | 4.31 | 4.72 | 2.37 | 5.43 | 1.62 | 3.52 | 5.44 | 6.04 | 0.21 | 4.54 | 7.26 | 3.02 | |
APE | 2.11 | 0.81 | 4.90 | 4.36 | 1.50 | 1.84 | 1.91 | 2.01 | 2.05 | 4.51 | 0.77 | 6.91 | 9.03 | 2.48 | |
All elements | AUE | 1.10 | 0.14 | 2.45 | 2.80 | 1.62 | 3.41 | 1.00 | 2.35 | 3.40 | 2.92 | 0.12 | 2.39 | 3.63 | 1.63 |
RMSE | 1.76 | 0.19 | 3.33 | 3.72 | 2.06 | 4.73 | 1.35 | 2.99 | 4.35 | 4.49 | 0.16 | 3.40 | 5.30 | 2.35 | |
Molecular polarizability | AUE | 1.14 | 0.14 | 2.18 | 2.21 | 1.06 | 2.14 | 0.69 | 2.15 | 3.74 | 3.76 | 0.10 | 2.21 | 3.68 | 1.76 |
APE | 1.30 | 0.50 | 2.77 | 2.44 | 0.81 | 0.95 | 0.90 | 1.60 | 1.68 | 3.61 | 0.45 | 3.76 | 5.02 | 1.76 | |
MPAD | APE | 2.79 | 0.92 | 5.61 | 4.91 | 1.76 | 2.50 | 2.29 | 2.59 | 2.44 | 6.02 | 0.89 | 7.60 | 9.99 | 3.15 |
Polarizable Gaussian Model (pGM) | |||||||||||||||
Diagonal Elements | AUE | 1.74 | 0.19 | 3.34 | 4.23 | 1.88 | 3.23 | 1.29 | 2.62 | 5.44 | 4.15 | 0.16 | 3.97 | 6.73 | 2.24 |
RMSE | 2.16 | 0.21 | 3.81 | 4.89 | 2.10 | 3.99 | 1.47 | 3.05 | 6.55 | 5.10 | 0.18 | 4.44 | 7.47 | 2.68 | |
APE | 2.16 | 0.73 | 4.46 | 4.38 | 1.66 | 1.39 | 1.99 | 1.89 | 2.31 | 3.88 | 0.69 | 7.05 | 9.39 | 2.30 | |
All Elements | AUE | 1.04 | 0.16 | 2.21 | 2.84 | 1.36 | 2.51 | 0.90 | 1.89 | 3.56 | 2.51 | 0.15 | 2.37 | 3.74 | 1.44 |
RMSE | 1.62 | 0.21 | 3.01 | 3.79 | 1.71 | 3.45 | 1.19 | 2.41 | 4.92 | 3.81 | 0.19 | 3.36 | 5.43 | 2.05 | |
Molecular Polarizability | AUE | 1.07 | 0.11 | 2.05 | 2.34 | 0.97 | 2.06 | 0.45 | 1.84 | 4.14 | 3.06 | 0.08 | 2.42 | 3.79 | 1.52 |
APE | 1.26 | 0.45 | 2.71 | 2.51 | 0.89 | 0.93 | 0.74 | 1.41 | 1.85 | 2.99 | 0.41 | 4.23 | 5.06 | 1.57 | |
MPAD | APE | 2.70 | 0.83 | 5.07 | 4.92 | 1.80 | 1.84 | 2.20 | 2.27 | 2.91 | 5.18 | 0.78 | 7.63 | 10.32 | 2.85 |