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As a result, changing the boosting variant is considered a minor modification since the architecture of the cascade detector should stay intact.
The authors additionally describe a few boosting variants for large-scale systems with thousands of phonetic units.
This version of boosting procedure outperforms other boosting variants for computer vision tasks (e.g., face detection) [21].
This data suggests that if a person harbors NNRTI resistant variants, a boosted PI regimen may be successful at suppressing the resistant variants.
A boosted device is simpler.
MultiBoosting combines AdaBoost (a boosting technique) [ 24] with wagging (a variant of bagging) [ 25] to form decision committees.
It uses a boosting method to train a model of 'good quality' variants using common variants from HapMap, and prioritizes and calls the RNA variants based on the trained model.
One model predicted a peak boosting value of 2.5, a boosting duration of only 1 year and no endogenous boosting.
"We found absolutely no association between the HDL-boosting variant and risk for heart disease," Dr. Kathiresan said.
We develop a full-factorial design over derived Boosting meta-parameters, creating 42 novel Boosting variants, and create a further 47 novel Boosting variants using research insights from forecast combination.
This module includes two components: a novel boosting method to train the variant classifying model using high-confidence variants (e.g. common variants in HapMap as GATK recommended); and ranking of the likely true variants using a confidence score (details in the method section below).
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