By leveraging implemented boosting methods in R package 'gbm', we chose three boosting options for which response variable values range from 0 to 1: 'adaboost' with AdaBoost exponential loss function, 'bernoulli' with logistic regression loss function, and 'huberized' with modified Huber loss function (Ridgeway, 2005).
For our knowledge, few attempts were made trying to implement Boosting-based face detection on embedded platforms; even so, fewer attempted such an implementation for other object type, for example, whole body detection [10].
Furthermore, we propose an algorithm (Algorithm 2) to implement the boosting ensemble of classifiers for multiclass cascades, which is an original contribution to boost learning research.
Mr Davies predicted that the use of proxy servers will increase if these proposals are implemented - boosting an "underground web" beyond police and government control.
We implemented adaptive boosting methods of [9, 11], and [10], and constructed an ensemble of linear classifiers for each of them to compare them against ours under the same platform.
Macroeconomic Advisers, a consultancy, reckons that the plan, if fully implemented, would boost GDP by 1.25% next year and employment by 1.3m.Full implementation, though, is not going to happen.
This plan comes on top of "Abenomics," the three-pronged approach the prime minister implemented to boost Japan's economy upon starting his second term in 2012.
While performance and reliability are both key metrics for any new product or technology design initiative, the critical aspect to investigate is the trade-off involved in improving them, as the measures implemented to boost performance do not necessarily have a positive impact on its reliability (lifetime).
This is not the only initiative the government of Singapore has implemented to boost fintech innovation.
This is not the only initiative the government of Singapore has implemented to boost fintech innovation.
