Sentence examples for real boosting from inspiring English sources

In this paper, we focus on real boosting algorithms (e.g., Real AdaBoost, LogitBoost, or Gentle AdaBoost) which means that weak classifiers are real-valued functions.

Given this set, a real boosting algorithm iteratively finds T weak classifiers h t to form a strong classifier sign ( H ( x ) ) = sign ( ∑ t = 1 T h t ( x ) ) where x is a sample to be classified.

In a real boosting algorithm, the predicted label y∈{-1,1} of a sample x can be seen as a discrete random variable and H x) can be interpreted as the probability of y being an object given the example x (also called the posterior probability) using the following sigmoid function [10]: P ( y = 1 | x ) = e H ( x ) / ( e H ( x ) + e - H ( x ) ). (1).

"Beating Ferrari would be a real boost".

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"But this Iowa decision will be a real boost".

It's a real boost for the whole staff".

It will be a real boost to their careers".

Freedom and choice will be a real boost for retailers.

"Politically, this gives them a real boost to be the real representatives of the Palestinian people".