|
public Wizard ( |
||
| analyzeFile | The file to analyze. | |
| b | bool | True if there are headers. |
| format | AnalystFileFormat | The file format. |
| return | void | |
public void Wizard(FileInfo analyzeFile, bool b,
AnalystFileFormat format)
{
_script.Properties.SetProperty(
ScriptProperties.HeaderDatasourceSourceFormat, format);
_script.Properties.SetProperty(
ScriptProperties.HeaderDatasourceSourceHeaders, b);
_script.Properties.SetProperty(
ScriptProperties.HeaderDatasourceRawFile, analyzeFile);
_timeSeries = ((_lagWindowSize > 0) || (_leadWindowSize > 0));
DetermineClassification();
GenerateFilenames(analyzeFile);
GenerateSettings();
_analyst.Analyze(analyzeFile, b, format);
GenerateNormalizedFields();
GenerateSegregate();
GenerateGenerate();
GenerateTasks();
if (_timeSeries && (_lagWindowSize > 0)
&& (_leadWindowSize > 0))
{
ExpandTimeSlices();
}
}
|
AnalystWizard::Wizard ( |
public void TestWizard()
{
FileInfo rawFile = TEMP_DIR.CreateFile("iris_raw.csv");
FileUtil.CopyResource("Encog.Resources.iris.csv", rawFile);
FileInfo analystFile = TEMP_DIR.CreateFile("iris.ega");
EncogAnalyst encog = new EncogAnalyst();
AnalystWizard wiz = new AnalystWizard(encog);
wiz.Goal = AnalystGoal.Classification;
wiz.Wizard(rawFile, true, AnalystFileFormat.DecpntComma);
encog.ExecuteTask("task-full");
encog.Save(analystFile);
encog.Load(analystFile);
AnalystReport report = new AnalystReport(encog);
report.ProduceReport(TEMP_DIR.CreateFile("report.html"));
Assert.AreEqual(5, encog.Script.Normalize.NormalizedFields.Count);
Assert.AreEqual(4.3, encog.Script.Fields[0].Min, 0.001);
Assert.AreEqual(7.9, encog.Script.Fields[0].Max, 0.001);
Assert.AreEqual(5.8483221477, encog.Script.Fields[0].Mean, 0.001);
Assert.AreEqual(encog.Script.Fields[0].Class, false);
Assert.AreEqual(encog.Script.Fields[0].Real, true);
Assert.AreEqual(encog.Script.Fields[0].Integer, false);
Assert.AreEqual(encog.Script.Fields[0].Complete, true);
Assert.AreEqual(-3.38833, encog.Script.Normalize.NormalizedFields[0].Normalize(0.001), 0.001);
}