Description: The sample application is able to perform both Classification and Regression using Support Vector Machines. It can read Excel spreadsheets and determines the task to be performed depending on the number of the columns in the sheet. If the input table contains two columns (e.g. X and Y) it will be interpreted as a regression problem X –> Y. If the input table contains three columns (e.g. x1, x2 and Y) it will be interpreted as a classification problem <x1,x2> belongs to class Y, Y being either 1 or -1.
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File list (Check if you may need any files):
Copyright.txt
License.txt
Externals\AForge\AForge.Controls.dll
.........\......\AForge.dll
.........\......\AForge.Fuzzy.dll
.........\......\AForge.Genetic.dll
.........\......\AForge.Imaging.dll
.........\......\AForge.Imaging.Formats.dll
.........\......\AForge.MachineLearning.dll
.........\......\AForge.Math.dll
.........\......\AForge.Neuro.dll
.........\......\AForge.Robotics.Lego.dll
.........\......\AForge.Robotics.TeRK.dll
.........\......\AForge.Video.DirectShow.dll
.........\......\AForge.Video.dll
.........\......\AForge.Video.VFW.dll
.........\......\AForge.Vision.dll
.........\ZedGraph\ZedGraph.dll
Sources\Accord.MachineLearning\ClassDiagram.cd
.......\.......Statistics\ClassDiagram.cd
.......\.................\Kernels\Additive.cs
.......\.................\.......\ANOVA.cs
.......\..................Controls\ArrayDataView\ArrayDataView.cs
.......\..........................\.............\ArrayPropertyDescriptor.cs
.......\..........................\.............\ArrayRowView.cs
.......\.......Math\Properties\AssemblyInfo.cs
.......\.......Statistics\Properties\AssemblyInfo.cs
.amples\MachineLearning\SupportVectorMachine\Properties\AssemblyInfo.cs
.ources\Accord.MachineLearning\Properties\AssemblyInfo.cs
.......\.......Statistics.Controls\Properties\AssemblyInfo.cs
.......\.................\Kernels\Bessel.cs
.......\.................\.......\BSpline.cs
.......\.................\.......\Cauchy.cs
.......\.................\.......\ChiSquare.cs
.......\.......Math\Decompositions\CholeskyDecomposition.cs
.......\.......Statistics\Kernels\Circular.cs
.......\.................\Analysis\ConfusionMatrix.cs
.......\.......Math\Distance.cs
.......\...........\.ecompositions\EigenValueDecomposition.cs
.amples\MachineLearning\SupportVectorMachine\ExcelReader.cs
.ources\Accord.Statistics\Kernels\Gaussian.cs
.......\.................\Visualizations\Histogram.cs
.......\.................\Kernels\HistogramIntersecion.cs
.......\..................Controls\HistogramView.cs
.......\..........................\HistogramView.designer.cs
.......\.................\Kernels\IDistance.cs
.......\.................\.......\IKernel.cs
.......\.......MachineLearning\VectorMachines\Learning\ISupportVectorMachineLearning.cs
.......\......................\..............\KernelSupportVectorMachine.cs
.......\.......Statistics\Kernels\Laplacian.cs
.......\.................\.......\Linear.cs
.......\.................\.......\Log.cs
.......\.......Math\Decompositions\LuDecomposition.cs
.amples\MachineLearning\SupportVectorMachine\MainForm.cs
.......\...............\....................\MainForm.Designer.cs
.ources\Accord.Math\Matrix.cs
.......\.......Statistics\Kernels\Multiquadric.cs
.......\.................\.......\Polynomial.cs
.......\.................\.......\Power.cs
.amples\MachineLearning\SupportVectorMachine\Program.cs
.ources\Accord.Statistics.Controls\SortableBindingList\PropertyComparer.cs
.......\.......Math\Decompositions\QrDecomposition.cs
.......\.......Statistics\Kernels\RationalQuadratic.cs
.......\.......MachineLearning\VectorMachines\Learning\SequentialMinimalOptimization.cs
.......\......................\..............\........\SequentialMinimalOptimizationRegression.cs
.......\.......Statistics\Kernels\Sigmoid.cs
.......\.......Math\Decompositions\SingularValueDecomposition.cs
.......\.......Statistics.Controls\SortableBindingList\SortableBindingList.cs
.......\.......Math\Special.cs
.......\.......Statistics\Kernels\Spherical.cs
.......\.................\.......\Spline.cs
.......\.......MachineLearning\VectorMachines\SupportVectorMachine.cs
.amples\MachineLearning\SupportVectorMachine\TableSelectDialog.cs
.......\...............\....................\TableSelectDialog.Designer.cs
.ources\Accord.Statistics\Kernels\Tensor.cs
.......\.......Math\Tools.cs
.......\.......Statistics\Tools.cs
.......\.................\Kernels\TStudent.cs
.......\.................\.......\Wave.cs
.......\..................Controls\Accord.Controls.Statistics.csproj
.......\.......MachineLearning\Accord.MachineLearning.csproj
.......\.........th\Accor
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