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Finally, we used a recursive partition and amalgamation algorithm to identify patients at intermediate and high mortality risk (hazard ratio 7.0 and 24.4, respectively, as compared with those at low risk).
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To circumvent this problem, David and Alm (2010) introduced the amalgamation algorithm, described in detail in Section 2.3 below and illustrated in Figure 1.
TERA's amalgamation algorithm can be regarded as a generalization of the gene tree reconciliation algorithm of Doyon et al.
The amalgamation algorithm itself is a joint dynamic programming recursion over (i) all trees that can be produced from clades present in the input sample and (ii) all possible ways to reconcile each of these trees with the species tree, to recover a gene tree with the smallest joint sequence-reconciliation score.
A collection of large trees obtained through such stochastic amalgamations would account for the effect of finite sample sizes (sequence length) as well as the sensitivity of the amalgamating algorithm itself to variation in the input vector of small tree estimates.
The team then get the algorithm to obtain the likelihood of opinions from the total amalgamation of posts.
Facebook used an algorithm to filter content.
A tree-growing technique, based on the RECursive Partitioning and AMalgamation (RECPAM) algorithm, 26 was used to investigate possible interactions among demographic and clinical variables in order to identify distinct and homogeneous patient subgroups in terms of EI.
They preferred algorithms to geometry.
Furthermore, the recursive partitioning and amalgamation (RECPAM) algorithm (16, 17) was used to identify subgroups of patients at different mortality risks according to the mortality risk score.
If the idea of such an amalgamation appeals to you, you're welcome to it.
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