Sentence examples for maximize the prediction from inspiring English sources

In particular, visual validation should not be used to maximize the prediction accuracy on a single test set, as this would most likely not improve the predictivity of the (Q SAR model.

This is to minimize the error and maximize the prediction capacity of the models.

The proposed scoring features are derived both from tested as well as novel approaches to maximize the prediction accuracy of functionally-relevant interactions, and to efficiently filter out random or irrelevant interactions.

M is chosen in a way to maximize the prediction power.

The two selected factors are those that maximize the prediction accuracy among all pairs of factors.

We optimized some adjustable parameters by using the tuning dataset to maximize the prediction accuracy.

The feature with the highest usage score is the most important feature because it maximizes the prediction performance.

The GA approach is composed by five hierarchical levels and has the global goal of maximizing the prediction accuracy.

The algorithm maximizes the prediction accuracy for locations without measurements using the V-fold cross-validation technique, and it reduces overfitting compared to other approaches.

The SIR dynamics (Section "Epidemiological dynamics and information spreading: predictive metacommunity model") is calibrated on the range of the outbreak velocity and arrival times, and is simulated by maximizing the prediction accuracy of the observed outbreak patterns in terms of cumulative outbreaks.

We performed a series of calculations to optimize the parameters by maximizing the prediction accuracy.