Sentence examples for problem boosting from inspiring English sources
For the 2-class problem, boosting using the logistic regression base learner yielded the best precision and F-measure of 99.7% for k value of 200.
For the 3-class problem, boosting with the random forest technique as the base learner yielded the best precision and best F-measure of 97.7% for a K value of 200.
To circumvent this problem, boosting algorithm is adopted to improve the classification performance for the imbalanced dataset.
The problem: boosting compression also boosts temperature, and too much heat can ignite the fuel/air mixture prematurely, causing potentially damaging engine "knock".
In contrast to sampling methods and cost-sensitive methods that are specially designed to address imbalanced learning problem, boosting is an off-the-shelf approach that is particularly effective in handling imbalanced data.
Consequently, by using these protocols, the results attained by the systematic review can be reproduced by other researchers as a way of validation, decreasing the incidence of bias in the review, a problem boosted in non-systematic bibliographic reviews [33].
Working with us, they can provide technological fixes to public sector problems, boost productivity, and get the nation working smarter as we create an economy fit for the future," said the Chancellor.
The first of these observations suggests that MP-EST is doing a reasonably good job of solving its optimization problem, since boosting is not improving its search.
As Donald Trump might put it, a revenue-neutral carbon tax is "a great deal" because it efficiently addresses the problem while boosting the economy, and the rebate protects American wallets from rising energy prices.
Living standards would rise more slowly, tax revenues would be lower and the burden of paying today's debts heavier.Solving the short-term problem means boosting demand, so the Federal Reserve should keep interest rates low.
The problem of boosting initial convergence is beyond the scope of this paper.
