RP input data were extracted from governmental databases.
For each set of Agilent microarray data, the processed intensity value of the IP and input channels were extracted from the raw data file.
The input data were extracted from several sources, predominantly the EpicCare EHR, and were transformed by selecting as needed by data type, and then loaded into the warehouse software by overwriting existing data with cumulative information.
The input sequences were extracted from the chromosome files [Table 2] using a C++ program, and the nucleotide frequency matrices around splice junctions were calculated using C-shell scripts.
Three input files were extracted from each database locally according to a pre-specified common format containing information on: (i) patient characteristics such as date of birth, sex, and registration date; (ii) NSAID prescriptions or dispensing (ATC code M01A) including duration of supply, and (iii) diagnoses and their corresponding date through ICD-10, READ, ICD-9, ICPC codes or free text.
It was also re-projected to the same projection and all necessary inputs for the model were extracted from the same database for each soil type including; name, soil texture, hydrological soil group (HSG), soil depth, rock fragments, and organic carbon content (FAO 2012).
To examine the amount of groundwater flow between the stream and the aquifer system, the river leakage under the input and output columns were extracted from the model output (Table 4 .The projected population (Table 5), will likely have an impact on the estimated volumetric water budget.
Our method employed no predicted results from other classifiers as input; all used features were extracted from PSSM only.
