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Note: NB_MF--classification with NB classifiers based on only main factors; CART--classification with CART based on three principal components of association scores of main factors as in [ 14]; NB--classification with NB classifiers utilizing both main factors and cofactors.
These patients were treated with different cART, based on their antiretroviral treatment history and guidelines.
HIV disease control requires highly individualized cART based on consideration of multiple factors.
The CART based on binary recursive partitioning was used to explore gene-gene and gene-environment interactions [ 33].
In order to control for overfitting and finding the optimal CART based tree size, minimal cost-complexity pruning was applied.
At least one primary PI mutation was found for 75% (6/8) and 55% (5/9) of patients using PI and PI-r cART based regimens.
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Random Forests uses an iterative Bootstrap with replacement (64% of data per Bootstrap replicate) to construct an ensemble of "weak learners" (CARTs based on a random subsample of data).
This model-based approach to CART is based on generalized linear models [ 24] and is implemented in the function mob of the package PARTY.
In our local borough of Wandsworth, we mounted an ambitious joint project with Smallwood Primary School, in whose grounds Oily Cart is based.
CART officials based their evaluation of the track on testing by several individual teams, but never did any open testing for the race.
The group in the cart is based on Rubens's Descent from the Cross (1611 14) in Antwerp cathedral, which Gainsborough copied.
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