internal KernelSVM(IModel model, KernelSVMConfiguration configuration, List <String> nodeNames = null)
{
this._model = model;
this._configuration = configuration;
Console.WriteLine("New Kernel SVM (" + _configuration.Kernel.ToString() + "), Active Features: ");
Utility.writeToConsole(_configuration.ActiveFeatures.ToArray());
_featureColumns = new List <String>(_configuration.ActiveFeatures);
_classifiedFeatureColumns = new List <String>(_configuration.ActiveFeatures); _classifiedFeatureColumns.Add("class");
_classifiedData = _model.ClassifiedFeatureTable.ToMatrix <double>(_classifiedFeatureColumns.ToArray());
_data = _model.ClassifiedFeatureTable.ToMatrix <double>(_featureColumns.ToArray());
_names = _model.DataTable.ToMatrix <String>("Name").GetColumn(0);
/*
* Utility.writeToConsole(_featureColumns.ToArray());
* Console.WriteLine("===============================================================================================");
* Utility.writeToConsole(_data); */
/*
* Utility.writeToConsole(_classifiedFeatureColumns.ToArray());
* Console.WriteLine("===============================================================================================");
* Utility.writeToConsole(_classifiedData); */
loadData(nodeNames);
createSVM();
}
internal CVResultDialog(List <CrossValidationResult> cvResults, KernelSVMConfiguration svmConfig, MachineLearning.MODE cMode = MODE.STATIC_LINEAR, String featureModel = "multiple", long memoryUsedBytes = 0, long timeElapsedMS = 0, int numRuns = 1, int numFolds = 5)
{
InitializeComponent();
this._cvResults = cvResults;
this._voter = new CVResultVoter(cvResults);
this._svmConfig = svmConfig;
this._cMode = cMode;
this._featureModel = featureModel;
this._timeElapsedMS = timeElapsedMS;
this._memoryUsedBytes = memoryUsedBytes;
if (svmConfig != null)
{
this._numFolds = svmConfig.CrossValidationNumFolds;
this._numRuns = svmConfig.CrossValidationNumRuns;
}
else
{
this._numFolds = numFolds;
this._numRuns = numRuns;
}
initForm();
}
internal ChainValidationInstance(IModel model, KernelSVMConfiguration kernelSVMConfiguration)
{
this._model = model;
this._kernelSVMConfiguration = kernelSVMConfiguration;
}
