Table 6. Statistical Analysis for the Subgroups of Compoundsa.
| method | solvent | MSE | MAE | SD | Max(+) | Max(−) |
|---|---|---|---|---|---|---|
| TD-M06-2X | full set | 0.220 | 0.235 | 0.182 | 0.143 | –0.755 |
| cyanine-like | 0.449 | 0.449 | 0.147 | –0.259 | –0.755 | |
| dipolar charge-transfer | 0.244 | 0.244 | 0.175 | 0.000 | –0.493 | |
| hydrocarbons | –0.034 | 0.071 | 0.071 | 0.143 | –0.082 | |
| thiophene dyes | 0.165 | 0.169 | 0.117 | 0.036 | –0.344 | |
| keto dyes | 0.308 | 0.308 | 0.118 | –0.085 | –0.493 | |
| CIS(D) | full set | 0.249 | 0.263 | 0.195 | 0.467 | –0.669 |
| cyanine-like | 0.175 | 0.175 | 0.128 | –0.017 | –0.362 | |
| dipolar charge-transfer | 0.304 | 0.304 | 0.197 | –0.010 | –0.639 | |
| hydrocarbons | 0.182 | 0.194 | 0.137 | 0.060 | –0.420 | |
| thiophene dyes | 0.225 | 0.227 | 0.171 | 0.022 | –0.513 | |
| keto dyes | 0.257 | 0.259 | 0.185 | 0.022 | –0.520 | |
| ADC(2) | full set | –0.034 | 0.141 | 0.177 | 0.564 | –0.405 |
| cyanine-like | –0.020 | 0.123 | 0.150 | 0.280 | –0.189 | |
| dipolar charge-transfer | –0.125 | 0.200 | 0.217 | 0.564 | –0.195 | |
| hydrocarbons | –0.067 | 0.110 | 0.119 | 0.284 | –0.148 | |
| thiophene dyes | –0.060 | 0.140 | 0.147 | 0.238 | –0.274 | |
| keto dyes | –0.002 | 0.134 | 0.162 | 0.312 | –0.274 | |
| CC2 | full set | 0.028 | 0.131 | 0.165 | 0.468 | –0.412 |
| cyanine-like | 0.158 | 0.188 | 0.151 | 0.068 | –0.384 | |
| dipolar charge-transfer | –0.071 | 0.175 | 0.198 | 0.468 | –0.232 | |
| hydrocarbons | –0.044 | 0.095 | 0.110 | 0.240 | –0.165 | |
| thiophene dyes | 0.006 | 0.101 | 0.127 | 0.220 | –0.292 | |
| keto dyes | 0.080 | 0.116 | 0.118 | 0.176 | –0.292 | |
| SCS-CC2 | full set | 0.199 | 0.204 | 0.128 | 0.126 | –0.559 |
| cyanine-like | 0.224 | 0.224 | 0.093 | –0.098 | –0.432 | |
| dipolar charge-transfer | 0.158 | 0.183 | 0.159 | 0.126 | –0.392 | |
| hydrocarbons | 0.134 | 0.135 | 0.089 | 0.005 | –0.290 | |
| thiophene dyes | 0.189 | 0.189 | 0.107 | –0.038 | –0.470 | |
| keto dyes | 0.263 | 0.263 | 0.116 | –0.080 | –0.558 | |
| SOS-CC2 | full set | 0.282 | 0.282 | 0.125 | –0.041 | –0.705 |
| cyanine-like | 0.265 | 0.265 | 0.078 | –0.156 | –0.450 | |
| dipolar charge-transfer | 0.265 | 0.265 | 0.142 | –0.041 | –0.481 | |
| hydrocarbons | 0.222 | 0.222 | 0.091 | –0.073 | –0.379 | |
| thiophene dyes | 0.278 | 0.278 | 0.104 | –0.158 | –0.558 | |
| keto dyes | 0.356 | 0.356 | 0.123 | –0.204 | –0.705 | |
| BSE/GW | full set | 0.018 | 0.147 | 0.177 | 0.401 | –0.452 |
| cyanine-like | 0.176 | 0.182 | 0.129 | 0.026 | –0.452 | |
| dipolar charge-transfer | 0.085 | 0.171 | 0.170 | 0.241 | –0.284 | |
| hydrocarbons | –0.230 | 0.230 | 0.097 | 0.401 | 0.083 | |
| thiophene dyes | –0.004 | 0.082 | 0.107 | 0.216 | –0.219 | |
| keto dyes | 0.106 | 0.137 | 0.126 | 0.133 | –0.311 |