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Using the same classifier, the withheld sample is "predicted" together with the test samples (for description convenience and without loss of generality, we assume there is only one sample in the test set).
The monkey performed the 2AFC-DMS task (Fig. 1A) with two different sample stimuli (chosen from one of 12 pairs of photographic images; Fig. 1B) and the nine morphed variants of those two samples (for description of morphing, see below and Liu & Jagadeesh, 2008).
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For the sample description, descriptive statistics were computed (mean, standard deviation).
Firstly, the distribution of socio-demographic and clinical characteristics across the study sample was calculated for description of the study population.
DNA extraction and PCR were performed in a laboratory dedicated to environmental samples (for a complete description of methods, see Technical Appendix).
We used K-nearest-neighbour algorithms to identify possible ancestry of the samples (for a brief description see the Materials and Methods section.
Additional birds were sampled from museum skins (see Table S1 for description of samples and Table S2 for complete specimen details).
Descriptive statistics for the habit indices were computed for sample description purposes.
See figure 1 for description of sample selection (2711 adolescents had one or more siblings in the cohort, their mother being the common parent).
All information on the project audience (end-user or developer, for example), date of creation, etc. was also kept for sample description, and data on numbers of web hits, downloads, and members were gathered monthly to allow for comparisons on these indicators of attractiveness anchored on the type of licensing schema intervention.
For Question 1: In addition to the questions and instruments for sample description (see Table 1), the diagnostic behavior of the general practitio-ners with respect to physical examination, laboratory diagnostics, imaging and referral to a specialist were addressed with two answer possibilities: "already performed" (yes/no) and "ordered"(yes/no).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com