public static void LoadFrequencyValues(Classifier classifier)
{
using (StreamReader reader = new StreamReader("Resources/training_combined.txt"))
{
string content = reader.ReadToEnd();
List <string> lines = content.Split('\n').ToList();
List <List <string> > subLines = new List <List <string> >();
lines.ForEach(s => subLines.Add(s.Split(',').ToList()));
foreach (List <string> items in subLines)
{
string category = items[0];
List <double> frequencyValues = new List <double>();
items.GetRange(1, items.Count - 1).ForEach(str => frequencyValues.Add(Convert.ToDouble(str)));
switch (category)
{
case "designator":
classifier.AddFrequencyValue(Classifier.ColumnType.Designator, frequencyValues);
break;
case "manufacturer":
classifier.AddFrequencyValue(Classifier.ColumnType.Manufacturer, frequencyValues);
break;
case "mpn":
classifier.AddFrequencyValue(Classifier.ColumnType.PartNumber, frequencyValues);
break;
case "qty":
classifier.AddFrequencyValue(Classifier.ColumnType.Quantity, frequencyValues);
break;
case "description":
classifier.AddFrequencyValue(Classifier.ColumnType.Description, frequencyValues);
break;
default:
continue;
}
}
}
}