Sentence examples for of a boosting from inspiring English sources

The ability of a boosting algorithm to reduce the overfitting and generalization errors of classification problems is quite interesting.

This approach includes two steps: detecting square regions which contain one crater with the use of a boosting algorithm and delineating the rims of the crater in each square region by local terrain analysis and circular Hough transform.

The Adaboost algorithm, in general, assigns a same weight to each training datum on the first round of a boosting process (Freund and Schapire, Eur. Conf. Comput. Learn. Theory 23 37 , 1995.

Nevertheless, it is of interest to explore the existence of a boosting factor at around week 33.

Given a training data set {〈 X1, Y1〉, … , 〈 X n, Y n〉}, the task of a boosting algorithm is to learn a function F X) that predicts Y. Boosting was invented to deal with cases where the relationship between predictors and response is potentially complex, for example, nonlinear (Schapire 1990; Freund 1995; Freund and Schapire 1996, 1999).

One model predicted a peak boosting value of 2.5, a boosting duration of only 1 year and no endogenous boosting.

A potential negative impact of a boosted PI regimen may warrant further evaluation.

Second line therapy consists of a boosted protease inhibitor (PI) with two NRTIs.

Interestingly, no clear evidence of a further boost was observed after the second dose of vaccine.

Casual dining in Paris has needed something of a boost.

It's something of a boost, he suggests.