public static void Main() { modshogun.init_shogun_with_defaults(); double width = 1.4; int size_cache = 10; double[,] traindata_real = Load.load_numbers("../data/fm_train_real.dat"); double[,] testdata_real = Load.load_numbers("../data/fm_test_real.dat"); RealFeatures feats_train = new RealFeatures(traindata_real); RealFeatures feats_test = new RealFeatures(testdata_real); LogPlusOne preproc = new LogPlusOne(); preproc.init(feats_train); feats_train.add_preprocessor(preproc); feats_train.apply_preprocessor(); feats_test.add_preprocessor(preproc); feats_test.apply_preprocessor(); Chi2Kernel kernel = new Chi2Kernel(feats_train, feats_train, width, size_cache); double[,] km_train = kernel.get_kernel_matrix(); kernel.init(feats_train, feats_test); double[,] km_test = kernel.get_kernel_matrix(); foreach (double item in km_train) Console.Write(item); foreach (double item in km_test) Console.Write(item); modshogun.exit_shogun(); }
static void Main(string[] argv) { modshogun.init_shogun_with_defaults(); double width = 1.4; int size_cache = 10; DoubleMatrix traindata_real = Load.load_numbers("../data/fm_train_real.dat"); DoubleMatrix testdata_real = Load.load_numbers("../data/fm_test_real.dat"); RealFeatures feats_train = new RealFeatures(traindata_real); RealFeatures feats_test = new RealFeatures(testdata_real); LogPlusOne preproc = new LogPlusOne(); preproc.init(feats_train); feats_train.add_preprocessor(preproc); feats_train.apply_preprocessor(); feats_test.add_preprocessor(preproc); feats_test.apply_preprocessor(); Chi2Kernel kernel = new Chi2Kernel(feats_train, feats_train, width, size_cache); DoubleMatrix km_train = kernel.get_kernel_matrix(); kernel.init(feats_train, feats_test); DoubleMatrix km_test = kernel.get_kernel_matrix(); Console.WriteLine(km_train.ToString()); Console.WriteLine(km_test.ToString()); modshogun.exit_shogun(); }
public static void Main() { modshogun.init_shogun_with_defaults(); double width = 1.4; int size_cache = 10; double[,] traindata_real = Load.load_numbers("../data/fm_train_real.dat"); double[,] testdata_real = Load.load_numbers("../data/fm_test_real.dat"); RealFeatures feats_train = new RealFeatures(traindata_real); RealFeatures feats_test = new RealFeatures(testdata_real); LogPlusOne preproc = new LogPlusOne(); preproc.init(feats_train); feats_train.add_preprocessor(preproc); feats_train.apply_preprocessor(); feats_test.add_preprocessor(preproc); feats_test.apply_preprocessor(); Chi2Kernel kernel = new Chi2Kernel(feats_train, feats_train, width, size_cache); double[,] km_train = kernel.get_kernel_matrix(); kernel.init(feats_train, feats_test); double[,] km_test = kernel.get_kernel_matrix(); foreach (double item in km_train) { Console.Write(item); } foreach (double item in km_test) { Console.Write(item); } modshogun.exit_shogun(); }
internal static HandleRef getCPtr(LogPlusOne obj) { return((obj == null) ? new HandleRef(null, IntPtr.Zero) : obj.swigCPtr); }