public void Learn(T data)
{
var expected = _dataSet.GetData(data);
GetNeuronErrors(expected);
CorrectWeights();
}
public static IDataSet <T, double> MapTwoFeaturesDataSetToDegree <T>(IDataSet <T, double> dataSet, int degree)
where T : IEquatable <T>
{
return(InMemoryDataSet.Create((from data in dataSet.GetData()
let x1 = data.Attributes[0]
let x2 = data.Attributes[1]
select TrainingSample.Create(data.Category, MapTwoFeaturesToDegrees(x1, x2, degree), data.Count))
.ToArray()));
}
