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The high predictive capacity of the models was also confirmed.
The predictive capacity of the models was also tested.
Paul et al. [31] checked the predictive capacity of the models only in the study area.
QSAR models have been validated internally [using leave-one-out cross-validation method] and externally [using test set molecules] to ensure the predictive capacity of the models.
Mugasha et al. [6], Litton et al. [15], Green et al. [19], Ruiz-Peinado et al. [29], and Ryan et al. [33] did not validate their models, therefore, the predictive capacity of the models was not checked.
Paul et al. [ 31] checked the predictive capacity of the models only in the study area.
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For a given value of the meta-parameter(s) θ the prediction model is estimated using K-1 folds, and the predictive capacity of the model is assessed by applying the estimated model to the individuals in the left-out fold and this process is repeated K times so that every fold is left out once.
The distributed rainfall information increases the simulation accuracy and predictive capacity of the model (Dwarakish and Ganasri 2015).
In the forwards method, the computer program adds variables to a baseline, constant-only model by testing which factors significantly improve the predictive capacity of the model.
The predictive capacity of the model is limited to reaction before gelation and can be used for prediction of the gel point.
For the species included in other broadleaf species and other conifer species, the predictive capacity of the model was improved by including the total height measured in a subsample of 3 trees of minimum, mean and maximum breast height diameter.
More suggestions(15)
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