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To accelerate this part, we use GPUs, by modifying the sequoia library (Bédorf, Gaburov and Portegies Zwart, submitted to ComAC), on which the high-performance tree code for parallel GPUs Bonsai (Bédorf et al. 2012) is based.
It is challenging to sustain high performance for large decision-trees.
A Performance Estimate Function (PEF) and an efficient bit selecting algorithm are exploited to determine which bits should be selected to obtain an efficient decision tree with high performance.
Phylogenetic relationships among copies of each TE families were investigated by inferring an unrooted maximum likelihood trees with high performance computing using RAXmlHPC (general time reversible model with gamma-distributed rate across sites; branch support assessed by 100 bootstraps; Stamatakis 2006).
In this paper a coupled electro-thermal model is used for the optimal design of the clock distribution tree of a high performance microprocessor.
The embedded support vector machines (SVM) in a forest of trees have shown very high performance especially for very-high-dimensional datasets [16] and a reasonable number of classes [15].
Thus, it showed high performance in detecting gene-gene interaction in diverse tree model.
Bin count and tree level features show similarly high performance by both measures.
I realize that the less mentally gifted may think I should have been suspicious of consistently high performance and how tips seemed to fall from trees, but that's only because they're not as smart as I am.
The inherent parallelism of the retinal vessel tree algorithm makes its hardware implementation simple with high performance.
The literature describes two high performance concurrent stack algorithms based on combining funnels and elimination trees.
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CEO of Professional Science Editing for Scientists @ prosciediting.com