Sentence examples for boosting which from inspiring English sources

Robert Schapire and Yoav Freund made a huge impact in machine and statistical learning with their invention of boosting, which has survived the test of time.

Thus, to optimize the prediction accuracy of CART for monthly streamflow forecasting, we incorporate bagging and stochastic gradient boosting which are rooted in same philosophy, advancing the prediction accuracy of weak learners.

Ensemble techniques such as bagging or boosting, which are based on combinations of classifiers, make it possible to design models that are often more accurate than those that are made up of a unique prediction rule.

Second, treating the granular model as a weak learner, we discuss the underlying mechanisms of boosting which in this setting has to be refined so that it handles the continuous case.

Finally, at the utterance level, we used expectation boosting, which is described in Section 6.

For example, even in the earliest data sets, we saw evidence for Doppler boosting, which is a relativistic effect that was predicted but never before observed.

The handheld lights Wake can carry can be boosted, which destroys the darkness faster, but also reduces the light's battery level.

This is an example of a positive feedback loop: humans release CO2, which causes warming, which boosts evaporation, which in turn amplifies the warming.

Bigger company profits will engender wage rises, which will boost consumption, which will lead to renewed business investment, which will lead to profits.

But we do need to get that extra confidence boost which three points brings".

It gave me a confidence boost which was nice because before I suffered with anxiety.