public CalculationStore(ITrainingData trainingData)
{
this.trainingData = trainingData;
this.Alphas = new double[trainingData.Length];
this.Weights = new double[trainingData.Dimension];
this.B = new double[1];
}
public double calculate(ITrainingData data, int index1, int index2)
{
double dotProduct = 0;
for(int i = 0; i < data.Dimension; i++)
{
dotProduct += data.GetTrainingData(index1, i) * data.GetTrainingData(index2, i);
}
return dotProduct;
}
public SMOSVMAlgorithm(ITrainingData trainingData, IKernel kernel)
{
this.trainingData = trainingData;
this.kernel = kernel;
this.calculationStore = new CalculationStore(this.trainingData);
}
/// <summary>
/// Initializes a new instance of the <see cref="Training"/> class.
/// </summary>
/// <param name="training">The training.</param>
internal Training(ITrainingData training)
{
_training = training;
}
/// <summary>
/// Initializes a new instance of the <see cref="Training"/> class.
/// </summary>
public Training()
{
_training = new TrainingDb();
}