Sentence examples for horizontal framework from inspiring English sources

In ensemble learning algorithms horizontal framework and vertical ensemble framework were implemented.

The weighting policy in horizontal framework is almost commonly used in the vertical framework.

two kinds of most popular and most representative horizontal framework ensemble algorithms are tested.

According to the ways of forming the base classifiers, it can be roughly divided into two classes: horizontal ensemble framework and vertical ensemble framework.

The methods used for fixing locations within the horizontal detail framework are similar to, but less accurate than, those used for the primary framework.

AWE was chosen to represent horizontal ensemble framework.

In this section, horizontal ensemble framework is firstly discussed.

It can be illustrated in Figure 3. Figure 3 Horizontal ensemble framework.

Horizontal ensemble framework tends to selecting the same type of classifiers and train them independently on different data-chunks, then using a heuristic algorithm to organize them together.

As we show in Table 5 we can see that horizontal ensemble framework do a better job when concept drift is relatively smooth while the vertical do a better job in the case of abrupt concept drift.

Finally, we make recommendations for integrating the results of these studies in a horizontal public health framework to mitigate the plight of youth in situations of humanitarian emergencies and of post-conflict reconstruction.