Such a Random Forest of regression trees can then be used to predict unseen numerical test data, with the predictions from the different trees being amalgamated by using their mean to generate the overall prediction of the forest.
The focus group discussions were recorded and transcribed, and later amalgamated using the written notes taken by the researchers during the sessions.
The signatures of these genes are amalgamated into the species signatures.
Data segments from each interview and focus group were then transferred to another Word 2007 document where they were amalgamated by theme using the tabular function.
We believe that our findings contribute to the limited knowledge that is currently available regarding ecological correlates to H5N1 infections affecting migratory birds, and highlight the need for results to be amalgamated from studies in different regions, using a variety of research tools, on multiple species groups.
In consideration of all these limitations of veterinary diagnoses, both in general and specifically in these insurance data, rather crude diagnostic categories were used, which have been amalgamated over different specific diagnoses, and for which reasonable accuracy can be presumed.
The results of studies using the SF-36 were amalgamated in Table 2. Inspection of these data indicates that, in general, physical functioning appears to be relatively good in patients with BD (range 63.8 – 91.2).
From 2007 they were amalgamated into five health regions, which were used for the present analyses.
Data from focus groups and interviews were amalgamated and the major themes detailed in a report [ 42] using description and quotes from participants to support these findings [ 39].
Statements that are the same or very similar in meaning will be amalgamated, and where relevant comments will be grouped and ordered therapeutically using the Anatomical Therapeutic Chemical (ATC) codes.
