Accord.Tests.Statistics.KernelPrincipalComponentAnalysisTest.transform_more_columns_than_samples_new_interface C# (CSharp) Method

        public void transform_more_columns_than_samples_new_interface()
        {
            // Lindsay's tutorial data
            double[,] datat = data.Transpose();

            var target = new KernelPrincipalComponentAnalysis(new Linear());

            // Compute
            target.Learn(datat);

            // Transform
            double[,] actual = target.Transform(datat);

            // Assert the scores equals the transformation of the input
            double[,] result = target.Result;

            double[,] expected = new double[,]
            {
                {  0.50497524691810358 },
                { -0.504975246918104  }
            }.Multiply(-1);

            Assert.IsTrue(Matrix.IsEqual(expected, actual, 0.01));
            Assert.IsTrue(Matrix.IsEqual(result, actual, 0.01));
        }