public void SetData(StreamReader reader, StreamReader reader_2 = null)
{
reader.DiscardBufferedData();
reader.BaseStream.Seek(0, System.IO.SeekOrigin.Begin);
string line;
while ((line = reader.ReadLine()) != null)
{
int Sign;
double[] Vector = new double[68];
string[] splitstring = line.Split();
if (splitstring.First().First() == '+')
{
Sign = +1;
}
else
{
Sign = -1;
}
foreach (var item in splitstring)
{
if (item.Contains(":"))
{
string[] s = item.Split(':');
Vector[Convert.ToInt32(s[0]) - 1] = Convert.ToDouble(s[1]);
}
}
Training_Data.Add(new Entry(Sign, Vector));
}
if (reader_2 != null)
{
reader_2.DiscardBufferedData();
reader_2.BaseStream.Seek(0, System.IO.SeekOrigin.Begin);
string line2;
while ((line2 = reader_2.ReadLine()) != null)
{
int Sign;
double[] Vector = new double[68];
string[] splitstring = line2.Split();
if (splitstring.First().First() == '+')
{
Sign = +1;
}
else
{
Sign = -1;
}
foreach (var item in splitstring)
{
if (item.Contains(":"))
{
string[] s = item.Split(':');
Vector[Convert.ToInt32(s[0]) - 1] = Convert.ToDouble(s[1]);
}
}
Test_Data.Add(new Entry(Sign, Vector));
}
}
}
public void SetTrainingData()
{
foreach (var item in data_1)
{
Training_Data.Add(new TrainingData(ScreenNameLength(item.Vector[0]), DescriptionLength(item.Vector[1]), Days(item.Vector[2]), Hours(item.Vector[3]),
MinSec(item.Vector[4]), MinSec(item.Vector[5]), Follow(item.Vector[6]), Follow(item.Vector[7]), Ratio(item.Vector[8]), Tweets(item.Vector[9]),
TweetsPerDay(item.Vector[10]), AverageLinks(item.Vector[11]), AverageLinks(item.Vector[12]), AverageUsername(item.Vector[13]),
AverageUsername(item.Vector[14]), ChangeRate(item.Vector[15]), item.Sign));
}
foreach (var item in data_2)
{
Test_Data.Add(new TrainingData(ScreenNameLength(item.Vector[0]), DescriptionLength(item.Vector[1]), Days(item.Vector[2]), Hours(item.Vector[3]),
MinSec(item.Vector[4]), MinSec(item.Vector[5]), Follow(item.Vector[6]), Follow(item.Vector[7]), Ratio(item.Vector[8]), Tweets(item.Vector[9]),
TweetsPerDay(item.Vector[10]), AverageLinks(item.Vector[11]), AverageLinks(item.Vector[12]), AverageUsername(item.Vector[13]),
AverageUsername(item.Vector[14]), ChangeRate(item.Vector[15]), item.Sign));
}
}