Exemple #1
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 public CalculationStore(ITrainingData trainingData)
 {
     this.trainingData = trainingData;
     this.Alphas = new double[trainingData.Length];
     this.Weights = new double[trainingData.Dimension];
     this.B = new double[1];
 }
Exemple #2
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 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;
 }
Exemple #3
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 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();
		}