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This provides more expressiveness, since the database is adapted in order to support more types of data, instead of the data having to be adapted to the database.
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This property allows Fuzzy ARTMAP to automatically adapt to the database without having to a priori specify its network size.
The advantages of such databases and third party testing bodies are that firstly it allows more direct and unbiased benchmarking of different algorithms, and secondly it increases trustworthiness of the performance report, since developers do not have a direct access to the database for tuning algorithm's parameters to adapt to the database.
The search strings were adapted to the respective databases.
The initial search strategy was developed for PubMed and then it was adapted to the other databases.
The initial strategy was constructed in Ovid MEDLINE and then adapted to the other databases (see Figure 1 for the complete Ovid MEDLINE strategy).
The search strategy was formulated in Pubmed and adapted to the other databases (see Additional file 1: Appendix 1 for the search strategy).
Search terms comprised key words related to "adolescent" (student, young adult, adolescent), "education" (school, educational status, student dropouts) and "mental health" (mental disorders) used in different combinations and adapted to the query language of the database.
The search strategy included terms (free text and/or MeSH terms adapted to the requirements of each database) for diabetes (diabetes mellitus, diabetes mellitus type-2, diabetes mellitus type-1, glucose intolerance, and insulin resistance), and PD.
The terms were used analogously in all databases, adapted to the given search possibilities of the particular databases.
The function of the tool is similar to the UltraDev™ extension of Macromedia Dreamweaver™, but is adapted to the needs of medical databases (e.g. specific templates).
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