public void DeploySettings(IPlaneSettings settings, ToolkitExperimentNotes _notes, ILogBuilder logger)
{
DeploySettingsBase(_notes);
PlanesMethodSettings mainSettings = (PlanesMethodSettings)settings;
EntityMethod.DeploySettings(mainSettings.entityMethod, notes, logger);
CorpusMethod.DeploySettings(mainSettings.corpusMethod, notes, logger);
VectorMethod.DeploySettings(mainSettings.vectorMethod, notes, logger);
FeatureMethod.DeploySettings(mainSettings.featureMethod, notes, logger);
CacheProvider.Deploy(new System.IO.DirectoryInfo(mainSettings.cachePath));
EntityMethod.CacheProvider = CacheProvider;
CorpusMethod.CacheProvider = CacheProvider;
VectorMethod.CacheProvider = CacheProvider;
FeatureMethod.CacheProvider = CacheProvider;
CloseDeploySettingsBase();
}
public IPlaneContext ExecutePlaneMethod(IPlaneContext inputContext, ExperimentModelExecutionContext generalContext, ILogBuilder logger)
{
//if (generalContext == null)
//{
// generalContext = new PlanesMethodContext();
//}
IEntityPlaneContext entityInputContext = inputContext as IEntityPlaneContext;
ICorpusPlaneContext entityContext = EntityMethod.ExecutePlaneMethod(inputContext, generalContext, logger) as ICorpusPlaneContext;
IVectorPlaneContext corpusContext = CorpusMethod.ExecutePlaneMethod(entityContext, generalContext, logger) as IVectorPlaneContext;
IFeaturePlaneContext vectorContext = VectorMethod.ExecutePlaneMethod(corpusContext, generalContext, logger) as IFeaturePlaneContext;
IFeaturePlaneContext featureContext = FeatureMethod.ExecutePlaneMethod(vectorContext, generalContext, logger) as IFeaturePlaneContext;
// --- the results reporting
var evaluationMetrics = generalContext.truthTable.EvaluateTestResultsToMetricSet(featureContext.testResults, generalContext.runName + "-" + notes.folder.name, logger);
DataTableTypeExtended <classificationEval> inclassEvalTable = new DataTableTypeExtended <classificationEval>("inclass_evaluation", "Test results, per class");
evaluationMetrics.GetAllEntries().ForEach(x => inclassEvalTable.AddRow(x));
inclassEvalTable.AddRow(evaluationMetrics.GetSummary("Sum"));
notes.SaveDataTable(inclassEvalTable, notes.folder_classification);
classificationReport averagedReport = new classificationReport(evaluationMetrics, generalContext.averagingMethod);
averagedReport.Classifier = FeatureMethod.classifier.name;
averagedReport.saveObjectToXML(notes.folder_classification.pathFor(averagedReport.Name + ".xml", imbSCI.Data.enums.getWritableFileMode.overwrite, "Serialized classification evaluation results summary"));
generalContext.testSummaries.Add(averagedReport);
averagedReport.ReportToLog(notes);
featureContext.provider.Dispose();
EntityMethod.CacheProvider.Dispose();
return(generalContext);
}
