Examples of Absolute Error in a sentence
For wind farms in not too complex terrain, a Normalised Mean Absolute Error NMAE of around 8% for the day-ahead forecast is attainable, while for wind farms in complex terrain, a NMAE of up to 20% and even above is not uncommon.
SiteField dataOld VCFNew VCFMaryland SERC 1291634SERC 2486151SERC 3334050SERC 4596146SERC 5694057GB 1677459GB 2696668GB 3337437 RMSE 19.27%9.47%Mean Absolute Error 14.37%7.87% Mato Grosso Explorada 164 49Explorada 280 78Moth63 76Disturbed64 74Logged 272 79Logged55 79Ik-log50 80Tower0 RMSE 10.46%Mean Absolute Error 9.40%Table 2 Validation data from field sites in Maryland, United States and Mato Grosso, South America.
Encoding TechniqueTable 20: Mean Absolute Error (MAE) and Root Mean Square Error (RMSE) for different encoding techniques For sparse coding, we varied the dictionary size from 250-750 and the minima was attained at 550.
Predictive accuracy can be assessed using the Mean Squared Error (MSE) and Mean Absolute Error (MAE) based on observed default and predicted PD.
We propose the Relative Absolute Error, or RAE, as a simple and easily communicated alternative to Theil's U2.
Mean Absolute Error (MAE) is used here over Root Mean Squared Error (RMSE) since there is no need to penalizegreat displacements more than small ones.
For example, regression metrics [186] can express how close the predictions of a model are compared to the actual values, by using the R-squared, Root Mean Squared Error (RMSE) and Mean Absolute Error (MAE) metrics.
UIJIVE also tends to perform a bit better in the variance measures (Median and Mean Absolute Error).
Mean Absolute Error (MAE) of daily maximum interpolations ranged from0.089 - 0.398 lux (logarithmic) for light and 0.099 - 2.01°C for temperature (Table S2).
The prediction performance of our model is measured by both its Root Mean Squared Error (RMSE) and also Mean Absolute Error (MAE) and we were able to enhance the prediction accuracy of our model by using the Gradient Boosted Tree (GBT) approach.