The first algorithm, boosted mixtures of hidden Markov chains (BMs-HMM), applies techniques from boosting to create implicit hierarchic dependencies between these marginal subspaces.
Overall, the improvements to the algorithm boosted the RF accuracy from 46% to around 60%, and increased the proportion of inserted taxa from 56% to 82-95%, depending on the settings.
Results: A flexible boosting algorithm (OKVAR-Boost) that shares features from L2-boosting and randomization-based algorithms is developed to perform the tasks of parameter learning and network inference for the proposed model.
This paper proposes a novel hybrid method using the boosting algorithm to boost the forecasting capability of ARMA models.
As the same with other algorithms, boosting algorithm also is a family method.
Facebook's algorithms boosted and spread fake headlines and news stories, distorting reality and very likely changing the election outcome in the USA.
This study shows two threshold versions of Bayesian regressions (Bayes A and Bayesian LASSO) and two machine learning algorithms (boosting and random forest) to analyze discrete traits in a genome-wide prediction context.
We have introduced a compression-accelerated search algorithm that boosts the speed while maintaining accuracy of tools in the protein BLAST family.
Overall, bagging and boosting outperform other multi-classifier systems, and a new boosting algorithm, Error Trimmed Boosting, outperforms bagging and AdaBoost by a significant margin.
An efficient boosting algorithm named adaptive boost (AdaBoost) was proposed to solve many of the practical difficulties of earlier boosting algorithms [10].
Zen+ features a more opportunistic turbo boost algorithm, that will boost CPU core clocks speeds higher and longer than the originals, power and thermals permitting.
