Sentence examples for maintain the prediction from inspiring English sources

The FS-RBFNN can vary its structure dynamically in order to maintain the prediction accuracy.

The transformation method used here maintain the prediction's native variation and net increase, but scales it so that mean seasonal fluctuations match those of the historical during the period of overlap.

Briefly, starting from a standard feature selection method against a target variable (in our case, PFS or OS), T-ReCS expands the single features into clusters of features according to two statistical criteria that maintain the prediction accuracy.

Combining model outcomes derived from spectra using model averaging techniques improves or maintains the prediction status (as ratio of performance to inter-quartile distance) of vis-NIR and XRF models for a wide range of soil properties of agronomic importance.

To combine the two networks (A and B) in such way that the coverage of membrane PPIs was increased while maintaining the prediction performance, we used a simple logistic regression model with one free parameter to combine the scores of networks A and B by optimizing a precision versus recall performance curve [ 31].

In practice, each time we obtain new time observations, by using the low-cost rate adaptive time synchronization algorithm (RATS) [7], we can calculate two optimal values S and W which maintain the error of the prediction within a desired error bound for the calculated S. Given a time window of W observations,, the time at node v,, can be predicted using time at node u, t u, with (1).

This indicates that area vs. accuracy trade-offs are possible, while maintaining the aging prediction accuracy within reasonable bounds.

In this paper, we found that the scalable Gaussian process approach was able to maintain the high accuracy of the predictions while improving speed considerably, make on-line learning possible.

Apart from the fact that it maintains the CMR predictions thus avoiding regressive consequences, it is very likely that these vectors would be relevant also to choices in the system of status especially in maintaining hierarchized roles.

The randomly selected folds were maintained throughout the prediction scheme, i.e. the calculation of the Prethermut, PoPMuSiC-2.0, ΔΔGRF and CFCB prediction values.

Coefficients associated with either under or over prediction were applied to both the treated and untreated predictions in order to maintain the (net) treatment effect of thrombolysis (absolute difference in probability of independence [mRS ≤ 2] in treated and untreated patients).