public InputData CreateInputData(float sepalLength, float sepalWidth, float petalLength, float petalWidth)
{
var flowerTypeData = new FlowerTypeData()
{
SepalLength = sepalLength,
SepalWidth = sepalWidth,
PetalLength = petalLength,
PetalWidth = petalWidth,
};
return(flowerTypeData);
}
public TextLoader.Arguments Map <TSrc>(TSrc inputData)
{
FlowerTypeData data = inputData as FlowerTypeData;
var args = new TextLoader.Arguments()
{
Separator = ",",
HasHeader = true,
Column = new[]
{
new TextLoader.Column(nameof(data.SepalLength), DataKind.R4, 0),
new TextLoader.Column(nameof(data.SepalWidth), DataKind.R4, 1),
new TextLoader.Column(nameof(data.PetalLength), DataKind.R4, 2),
new TextLoader.Column(nameof(data.PetalWidth), DataKind.R4, 3),
new TextLoader.Column(nameof(data.Label), DataKind.Text, 4)
}
};
return(args);
}
