|
plain |
standardized |
norm |
norm + abs loss |
plain + abs loss |
plain + abs loss + 14 min smp leaf |
plain + gpt params |
plain + gpt params2 |
norm + gpt params2 |
| Q1_mae |
0.461538 |
0.461538 |
0.461538 |
0.442308 |
0.442308 |
0.442308 |
0.307692 |
0.365385 |
0.365385 |
| Q1_d_mae |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
0.903846 |
| Q1_rmse |
0.784465 |
0.784465 |
0.784465 |
0.930261 |
0.930261 |
0.930261 |
0.588348 |
0.665062 |
0.665062 |
| Q1_d_rmse |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
1.447810 |
| Q2_mae |
0.365385 |
0.365385 |
0.365385 |
0.365385 |
0.365385 |
0.442308 |
0.307692 |
0.288462 |
0.288462 |
| Q2_d_mae |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
0.615385 |
| Q2_rmse |
0.693375 |
0.693375 |
0.693375 |
0.796628 |
0.796628 |
0.843527 |
0.620174 |
0.604471 |
0.604471 |
| Q2_d_rmse |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
1.192928 |
| Q3_mae |
0.384615 |
0.384615 |
0.384615 |
0.250000 |
0.250000 |
0.250000 |
0.365385 |
0.307692 |
0.307692 |
| Q3_d_mae |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
0.557692 |
| Q3_rmse |
0.679366 |
0.679366 |
0.679366 |
0.571772 |
0.571772 |
0.571772 |
0.665062 |
0.620174 |
0.620174 |
| Q3_d_rmse |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
0.990338 |
| Q4_mae |
0.423077 |
0.423077 |
0.423077 |
0.461538 |
0.461538 |
0.461538 |
0.403846 |
0.384615 |
0.384615 |
| Q4_d_mae |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
0.750000 |
| Q4_rmse |
0.707107 |
0.707107 |
0.707107 |
0.784465 |
0.784465 |
0.784465 |
0.693375 |
0.679366 |
0.679366 |
| Q4_d_rmse |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
| Q5_mae |
0.576923 |
0.576923 |
0.576923 |
0.615385 |
0.615385 |
0.538462 |
0.538462 |
0.500000 |
0.500000 |
| Q5_d_mae |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
0.942308 |
| Q5_rmse |
0.877058 |
0.877058 |
0.877058 |
0.898717 |
0.898717 |
0.832050 |
0.832050 |
0.808608 |
0.808608 |
| Q5_d_rmse |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
1.083087 |
| Q6_mae |
0.538462 |
0.538462 |
0.538462 |
0.557692 |
0.557692 |
0.576923 |
0.557692 |
0.615385 |
0.615385 |
| Q6_d_mae |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
1.057692 |
| Q6_rmse |
0.733799 |
0.733799 |
0.733799 |
0.746788 |
0.746788 |
0.784465 |
0.746788 |
0.784465 |
0.784465 |
| Q6_d_rmse |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
1.278521 |
| Q7_mae |
0.500000 |
0.500000 |
0.500000 |
0.480769 |
0.480769 |
0.557692 |
0.653846 |
0.615385 |
0.615385 |
| Q7_d_mae |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
1.038462 |
| Q7_rmse |
0.759555 |
0.759555 |
0.759555 |
0.746788 |
0.746788 |
0.796628 |
0.919866 |
0.940540 |
0.940540 |
| Q7_d_rmse |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
1.344504 |
| Q8_mae |
0.557692 |
0.557692 |
0.557692 |
0.596154 |
0.596154 |
0.500000 |
0.423077 |
0.442308 |
0.442308 |
| Q8_d_mae |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
1.019231 |
| Q8_rmse |
0.843527 |
0.843527 |
0.843527 |
0.887954 |
0.887954 |
0.784465 |
0.679366 |
0.693375 |
0.693375 |
| Q8_d_rmse |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
1.263390 |
| Q9_mae |
0.788462 |
0.788462 |
0.788462 |
0.673077 |
0.673077 |
0.500000 |
0.576923 |
0.596154 |
0.596154 |
| Q9_d_mae |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
1.519231 |
| Q9_rmse |
1.151921 |
1.151921 |
1.151921 |
0.990338 |
0.990338 |
0.854850 |
0.980581 |
0.990338 |
0.990338 |
| Q9_d_rmse |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
1.623150 |
| Q10_mae |
0.576923 |
0.576923 |
0.576923 |
0.615385 |
0.615385 |
0.557692 |
0.442308 |
0.346154 |
0.346154 |
| Q10_d_mae |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
0.596154 |
| Q10_rmse |
0.854850 |
0.854850 |
0.854850 |
0.980581 |
0.980581 |
0.820413 |
0.693375 |
0.588348 |
0.588348 |
| Q10_d_rmse |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
1.046974 |
| Q11_mae |
0.269231 |
0.269231 |
0.269231 |
0.230769 |
0.230769 |
0.096154 |
0.673077 |
0.538462 |
0.538462 |
| Q11_d_mae |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
0.230769 |
| Q11_rmse |
0.588348 |
0.588348 |
0.588348 |
0.554700 |
0.554700 |
0.366900 |
0.930261 |
0.808608 |
0.808608 |
| Q11_d_rmse |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
0.554700 |
| Q12_mae |
0.634615 |
0.634615 |
0.634615 |
0.692308 |
0.692308 |
0.423077 |
0.403846 |
0.423077 |
0.423077 |
| Q12_d_mae |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
0.692308 |
| Q12_rmse |
1.009570 |
1.009570 |
1.009570 |
1.208941 |
1.208941 |
0.877058 |
0.772110 |
0.832050 |
0.832050 |
| Q12_d_rmse |
1.208941 |
1.208941 |
1.208941 |
1.208941 |
1.208941 |
1.208941 |
1.208941 |
1.208941 |
1.208941 |