Sentence examples for models the improvement from inspiring English sources

The application of ensemble modeling has been shown to outperform single machine learning models, the improvement being larger if the three most predictive GBM, RF and SVM models are combined in the same ensemble (Table 2D and Figure 4).

Comparing the traditional model correction, there are obvious improvements using our models, the improvements are 8.9%, 11.7% and 13.5% on B1, B2 and B3 frequencies, respectively.

With respect to the results obtained assuming the EGM96 model, the improvement reaches 10 50% both in the values of orbital RMS, and the station coordinates.

Compared to a constant model, the improvement in baseline length and station coordinate repeatabilities was on average between 2 and 3 % for all observational data considered.

C2/CFB significantly influences AMD susceptibility and although accounting for effects at this locus does not dramatically increase the overall accuracy of the genetic risk model, the improvement over the CFH-LOC387715 model is statistically significant.

Furthermore, we would like to model the improvement relative to baseline disease activity, since disease activity at baseline influences the effectiveness of the intervention [ 27].

In the supplement (additional file 1), we present the results of an alternative approach where positive selection methods are added to the logistic model, the improvement in model prediction is assessed on a per-gene basis, and PantherDB is used to test for an association between model improvement and biological function GO category.

As a result of the model validation, the improvement of the model discretization is outlined along with the calibration of the heat transfer coefficients.

Three ESDs are added to the model for the improvement of the control.

Our model assumes the improvement of technology over time to be linear.

When a model fails, the improvement will be set as 0. The key factors are as follows.