Sentence examples for model performance as from inspiring English sources
Sustained real-time use of this information will require continual evaluation of TBH model performance, as well as the empiric relationship between modeled land surface wetness conditions and WNV transmission.
It had been a model performance as far as court administrators were concerned, one that showed vast improvements in a system that was in chaos in the 1980's.
However, concerning its "true" predictive capabilities, it might be more appropriate to compare the SVM cross-validation performance to the ANN final model performance, as in both cases the training algorithm used only 90% of the available data (10% were employed for determination of the forced stop time point during training).
Whether or not the amount of parsimony is satisfactory depends on the model performance as well as its interpretability and practical usefulness.
Overall, we found that including noise in one or/and another parameter does not affect the model performance as long as the mean intrinsic growth rate, r, is low.
Pixel size affected the modelling results, with an improvement in model performance as pixel resolution coarsened from 25 m to 100 m.
Table 3. Model performances (as defined in the main text) for AR1 and AR2 tests.
We further fitted (S ARIMAX model with the lagged environmental variables as input series, and the results are summarized in Table 3. Overall, including one or more input series improves the model performances as compared to the baseline univariate SARIMA model previously described.
This discussion provides several comments about the model performance evaluation, as well as suggestions for further analysis of the monitoring data.
Using Box Jenkins models' performance as a benchmark, it is concluded that BPNNs generally performed well and consistently for time series corresponding to ARMA p,q) structures.
This can help mitigate the lack of track record on circular models' performance, as investors can proxy performance data by looking at similar models.
