NOVAK DJOKOVIC | |||
 Probability of winning | RMSE | MAE | MAPE |
  ARIMA | 0.02126 | 0.01616 | 2.7436 |
  ETS | 0.02126 | 0.01614 | 2.7383 |
  NNAR | 0.01601 | 0.01255 | 2.1618 |
  TBATS | 0.02146 | 0.01675 | 2.9503 |
 Double defaults | |||
  ARIMA | 56.5542 | 43.7351 | 57.2306 |
  ETS | 66.9577 | 49.8517 | 43.0383 |
  NNAR | 53.0077 | 41.7159 | 35.3696 |
  TBATS | 62.6287 | 45.3745 | 62.4586 |
 ACES | |||
  ARIMA | 128.4564 | 109.9007 | 89.2184 |
  ETS | 144.0134 | 119.6025 | 106.7189 |
  NNAR | 104.2740 | 85.51023 | 28.7619 |
  TBATS | 144.3174 | 121.1243 | 102.2265 |
 Dominance | |||
  ARIMA | 0.4705 | 0.3837 | 17.2226 |
  ETS | 0.3647 | 0.2891 | 13.8187 |
  NNAR | 0.3597 | 0.2989 | 13.9716 |
  TBATS | 0.4276 | 0.3493 | 20.3316 |
RAFAEL NADAL | |||
 Probability of winning | |||
  ARIMA | 0.0660 | 0.04760 | 6.0412 |
  ETS | 0.0660 | 0.04760 | 6.0416 |
  NNAR | 0.0461 | 0.04139 | 4.9641 |
  TBATS | 0.0660 | 0.04768 | 6.0075 |
Double defaults | |||
  ARIMA | 24.6661 | 19.6842 | 20.9383 |
  ETS | 24.6674 | 19.6845 | 20.9398 |
  NNAR | 20.5791 | 14.8302 | 15.8998 |
  TBATS | 24.5742 | 19.4389 | 20.8931 |
ACES | |||
  ARIMA | 69.9294 | 59.6066 | 41.1588 |
  ETS | 69.9329 | 59.6110 | 41.1625 |
  NNAR | 60.1918 | 49.4050 | 27.5613 |
  TBATS | 69.5792 | 59.0015 | 40.9155 |
Dominance | |||
  ARIMA | 0.5712 | 0.4684 | 20.9455 |
  ETS | 0.5712 | 0.4684 | 20.9464 |
  NNAR | 0.5080 | 0.3964 | 16.1695 |
  TBATS | 0.5736 | 0.4608 | 20.0164 |
ROGER FEDERER | |||
 Probability of winning | |||
  ARIMA | 0.0686 | 0.0509 | 6.1968 |
  ETS | 0.0686 | 0.0510 | 6.1972 |
  NNAR | 0.0544 | 0.0398 | 4.9312 |
  TBATS | 0.0699 | 0.0537 | 6.5880 |
Double defaults | |||
  ARIMA | 40.1647 | 29.6454 | 98.8794 |
  ETS | 40.1667 | 29.6439 | 98.8862 |
  NNAR | 35.9006 | 26.1837 | 75.8978 |
  TBATS | 36.5587 | 29.1475 | 94.0206 |
ACES | |||
  ARIMA | 202.3148 | 145.5033 | 60.13508 |
  ETS | 168.8342 | 116.2379 | 66.44011 |
  NNAR | 145.9614 | 110.6277 | 57.69298 |
  TBATS | 148.8688 | 118.6755 | 59.20205 |
 Dominance | |||
  ARIMA | 0.5654 | 0.4243 | 18.4607 |
  ETS | 0.5655 | 0.4243 | 18.4622 |
  NNAR | 0.4849 | 0.3552 | 16.3458 |
  TBATS | 0.5672 | 0.4247 | 18.9381 |