Sentence examples for principle of boosting from inspiring English sources

The basic principle of boosting refers to the idea that a model constructed by week learners (e.g., model Fm built by m trees which are numbered from 1 to m) can be modified to become better by adding new tree, as the goal of each iteration step (i.e., generating a new tree) is to reduce the classification error made by current model.

9– 13 One key question is whether the principle of boosting or the booster itself causes some of the long-term side effects.

The principle of boosting is to iteratively apply a weak learner to the training data and then combine the ensemble of weak learners to construct a strong learner.

This section presents the principle of boosted cascade.

Section 2 presents the principle of boosted cascade.

Each sulfur atom can hold a pair of lithiums, making it possible in principle to boost energy storage severalfold over conventional cathodes.

58 The principle of a boost to the dominant nodule in radical prostate radiotherapy has been evaluated, and mp-MRI for SRT planning purposes has the potential to identify the suspected residual disease or locoregional recurrence.

They subscribe to the principles to boost their images, but, because the charter and code of conduct are not binding, their policies and practices may not match the intentions, she says.

The principle idea of gradient boosting is to construct the new model based on the negative gradient of the previous loss function which is related to the former iteration rounds.

In principle, boosting power can guarantee connectivity between transmitter and receiver, but not precision due to the distorting effects of walls and other objects in the direct path.

To illustrate that the spacing principle may boost the anti-kindling effect of CR neuromodulation, in this computational study we carry this approach to extremes.