public sample_set(string File_Name, List <Attribune_Info> Input_Attribute, Attribune_Info Output_Attribute)
{
file_name = File_Name;
input_Attribute = Input_Attribute;
output_Attribute = Output_Attribute;
// data_Rows = new List<Row_Sample>();
}
protected bool KEEL_separator(string Line)
{
if (Line[0] == '@')
{
string[] temp_lines = Line.Split(new char[] { ',', '@', ' ', '[', ']' },
StringSplitOptions.RemoveEmptyEntries);
if (temp_lines[0].Equals("relation", StringComparison.OrdinalIgnoreCase))
{
return(true);
}
if (temp_lines[0].Equals("attribute", StringComparison.OrdinalIgnoreCase))
{
Attribune_Info temp_Attrtibute = new Attribune_Info();
temp_Attrtibute.Name = temp_lines[1];
if (temp_lines[2].Equals("integer", StringComparison.OrdinalIgnoreCase) ||
temp_lines[2].Equals("real", StringComparison.OrdinalIgnoreCase))
{
double temp;
double.TryParse(temp_lines[3].Replace('.', ','), out temp);
temp_Attrtibute.Min = temp;
double.TryParse(temp_lines[4].Replace('.', ','), out temp);
temp_Attrtibute.Max = temp;
input_Attribute.Add(temp_Attrtibute);
}
else
{
if (temp_lines.Where(i => i.Contains('{')).Count() > 0)
{
temp_Attrtibute.Name = temp_lines[1].Split(new char[] { '{', '}' })[0];
for (int i = 2; i < temp_lines.Count(); i++)
{
string[] temp_set_line = temp_lines[i].Split(new char[] { '{', ',', '}' },
StringSplitOptions.RemoveEmptyEntries);
temp_Attrtibute.labels_values.Add(temp_set_line[0].ToLowerInvariant());
}
input_Attribute.Add(temp_Attrtibute);
}
}
return(true);
}
if (temp_lines[0].Equals("inputs", StringComparison.OrdinalIgnoreCase))
{
for (int i = 1; i < temp_lines.Count(); i++)
{
if (
input_Attribute.First(x => x.Name.Equals(temp_lines[i], StringComparison.OrdinalIgnoreCase)) ==
null)
{
return(false);
}
}
return(true);
}
if (temp_lines[0].Equals("outputs", StringComparison.OrdinalIgnoreCase))
{
for (int i = 1; i < temp_lines.Count(); i++)
{
output_Attribute =
input_Attribute.First(x => x.Name.Equals(temp_lines[i], StringComparison.OrdinalIgnoreCase));
input_Attribute.RemoveAll(x => x == output_Attribute);
}
return(true);
}
if (temp_lines[0].Equals("data", StringComparison.OrdinalIgnoreCase))
{
return(false);
}
}
return(false);
}
public c_samples_set(string File_Name, List <c_samples_set.Row_Sample> Data_Rows, List <Attribune_Info> Input_Attribute, Attribune_Info Output_Attribute) : base(File_Name, Input_Attribute, Output_Attribute)
{
data_Rows = Data_Rows;
}
