The actual challenge for most algorithms though is not their mathematics, but rather their inputs — collating high-quality data that is well-labeled and allows for the training of these models as quickly and efficiently as possible.
Results of evaluation checklists and script-concordance tests were collated, inputted into Excel 2013 (Microsoft, Redmond, WA) and analysed using Stata 13 (Statacorp, College Station, TX).
Procedures for the realist synthesis will be informed by the output of the RAMESES Project, which collated expert input and evidence review into comprehensive guidance and publication standards.
After locating the studies, at least three investigators independently evaluated each trial and inputs from these sources were collated into the final data set.
Such surveys usually gather data on inputs and outputs for various sub-processes or sub-branches of the firm, which are then collated into a complete input-output table.
Case and control sequences were collated into tab-delimited MDR input files, with sequences labeled as case (1) or control (0), according to MDR system specifications.
To examine the relations among areas under crops, yield and fertilizer inputs over the past decade available data (2000 2012) collated from the respective government line departments/agencies (agricultural, statistical, Irrigation/flood control and Indian agricultural meteorology station), in the district (Digest of Statistics 2012) were used.
The instrument was developed based on input obtained from patient focus groups, and survey dimensions were collated from several existing studies or questionnaires of oncology patients [ 30– 30].
Responses to the quantitative questions were collated in a crude manner as estimates and used as inputs for the template where alternative data was not available.
In this paper, twelve traffic data input scenarios are developed to simulate various lengths of time coverage of traffic data collated at 20 WIM sites in Oklahoma.
