public static DataSetSpecification createIrisDataSetSpec()
{
DataSetSpecification dss = new DataSetSpecification();
dss.defineNumericAttribute("sepal_length");
dss.defineNumericAttribute("sepal_width");
dss.defineNumericAttribute("petal_length");
dss.defineNumericAttribute("petal_width");
dss.defineStringAttribute("plant_category", new string[] { "setosa", "versicolor", "virginica" });
return(dss);
}
public static DataSetSpecification createAnimalDataSetSpec()
{
DataSetSpecification dss = new DataSetSpecification();
for (int i = 1; i <= 20; ++i)
{
dss.defineNumericAttribute(string.Format("feature_{0}", i));
}
dss.defineStringAttribute("animal_name", new string[] { "GIRAFFE", "HIPPO", "LION" });
return(dss);
}
public static DataSetSpecification createCSVDataSetSpec()
{
DataSetSpecification dss = new DataSetSpecification();
for (int i = 0; i < 13; ++i)
{
dss.defineNumericAttribute(i.ToString());
}
return(dss);
}