public static TrainingDataSet TrainingDataFromRow(IrisDataRow row)
{
var species = Enumerable.Repeat(0.0, 3).ToArray();
species[Convert.ToInt32(row.Species) - 1] = 1.0;
return(TrainingDataSet.For(
row.PredictionDataPoints,
species.ToArray()));
}
public static IrisDataRow NormaliseDataRow(IrisDataRow row)
{
return(IrisDataRow.For(
row.Id,
row.SepalLengthCm.NormaliseValue(MinSepalLengthCm, MaxSepalLengthCm),
row.SepalWidthCm.NormaliseValue(MinSepalWidthCm, MaxSepalWidthCm),
row.PetalLengthCm.NormaliseValue(MinPetalLengthCm, MaxPetalLengthCm),
row.PetalWidthCm.NormaliseValue(MinPetalWidthCm, MaxPetalWidthCm),
row.Species));
}
public bool Equals(IrisDataRow row)
{
return(this.Id == row.Id);
}
