public void CreateTrainingAndTestSetsBasedOnJob()
{
List <Person> trainingSet = new List <Person>();
List <Person> testingSet = new List <Person>();
var jobs = GenerateJobsWithCurrentEmployees(_personCustomXmlService.ReadFromFile(@"C:\Users\nihughes\Downloads\new_data.xml"));
foreach (var job in jobs)
{
if (job.Employees.Count > 1)
{
for (int i = 0; i < job.Employees.Count; i++)
{
if (i % 2 == 0)
{
testingSet.Add(job.Employees[i]);
}
else
{
trainingSet.Add(job.Employees[i]);
}
}
}
else
{
trainingSet.Add(job.Employees[0]);
}
}
_personCustomXmlService.WriteToFile(trainingSet, @"U:\5th Year\Thesis\LinkedIn\XML\training_set_jobs.xml");
_personCustomXmlService.WriteToFile(testingSet, @"U:\5th Year\Thesis\LinkedIn\XML\testing_set_jobs.xml");
}
public List <CompanyJobPair> ParseCompanyJobPairsFromXml()
{
var companyAndJobPairs = _companyJobPairCustomXmlService.ReadFromFile(_allCompanyJobPairsXmlFilePath);
return(companyAndJobPairs);
}
public List <JobStat> ParseJobStatsFromXml()
{
return(_jobStatsCustomXmlService.ReadFromFile(_allJobStatsXmlFilePath));
}
public List <SkillStat> ParseSkillStatsFromXml()
{
return(_skillStatsCustomXmlService.ReadFromFile(_allSkillStatsXmlFilePath));
}
public List <CompanyStat> ParseCompanyStatsFromXml()
{
return(_companyStatsCustomXmlService.ReadFromFile(_allCompanyStatsXmlFilePath));
}
