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 void WriteCompanyJobPairsToXmlFile(List <CompanyJobPair> companyJobPairs)
{
var mostFrequentCompanyJobPairs = companyJobPairs.OrderByDescending(t => t.Count).ToList();
_companyJobPairCustomXmlService.WriteToFile(mostFrequentCompanyJobPairs, _allCompanyJobPairsXmlFilePath);
}
public void WriteJobStatsToXmlFile(List <JobStat> jobStats)
{
var mostFrequentJobs = jobStats.OrderByDescending(t => t.Employees.Count).ToList();
_jobStatsCustomXmlService.WriteToFile(mostFrequentJobs, _allJobStatsXmlFilePath);
}
public void WriteSkillStatsToXmlFile(List <SkillStat> jobStats)
{
var allSkills = jobStats.OrderByDescending(t => t.Count).ToList();
_skillStatsCustomXmlService.WriteToFile(allSkills, _allSkillStatsXmlFilePath);
}
public void WriteCompanyStatsToXmlFile(List <CompanyStat> jobStats)
{
var mostFrequentCompanies = jobStats.OrderByDescending(t => t.Count).ToList();
_companyStatsCustomXmlService.WriteToFile(mostFrequentCompanies, _allCompanyStatsXmlFilePath);
}
