public PerformAnalysis(AnalystScript theScript, string theFilename, bool theHeaders, AnalystFileFormat theFormat)
{
this._xb41a802ca5fde63b = theFilename;
this._x94e6ca5ac178dbd0 = theHeaders;
this._x5786461d089b10a0 = theFormat;
this._x594135906c55045c = theScript;
}
public AnalystWizard(EncogAnalyst theAnalyst)
{
if (15 == 0)
{
return;
}
this._x7047063a9bee4054 = true;
Label_0071:
this._xc24b506a94383a44 = false;
this._x34231b3d9a1591be = true;
this._x9b10ace6509508c0 = NormalizeRange.NegOne2One;
this._x554f16462d8d4675 = theAnalyst;
this._x594135906c55045c = this._x554f16462d8d4675.Script;
this._xa24f4208aa2278f4 = WizardMethodType.FeedForward;
this._x0768e2edc97194de = "";
if (8 != 0)
{
this._x29c8e5bee3cb25f8 = AnalystGoal.Classification;
this._xb6540cd895237850 = 0;
if (1 != 0)
{
this._x654428e3563552e3 = 0;
this._x0236ea04f9fa4aaa = false;
this._x771edacf1be2c386 = new DiscardMissing();
}
else
{
goto Label_0071;
}
}
}
public AnalyzedField(AnalystScript theScript, string name)
: base(name)
{
this._x785cd8b1f9494d74 = new Dictionary<string, AnalystClassItem>();
this._x0eba5dc834af0bac = 0;
this._x594135906c55045c = theScript;
}
/// <summary>
/// Construct an analyzed field.
/// </summary>
/// <param name="theScript">The script being analyzed.</param>
/// <param name="name">The name of the field.</param>
public AnalyzedField(AnalystScript theScript, String name)
: base(name)
{
_classMap = new Dictionary<String, AnalystClassItem>();
_instances = 0;
_script = theScript;
}
/// <summary>
/// Construct the analysis object.
/// </summary>
/// <param name="theScript">The script to use.</param>
/// <param name="theFilename">The name of the file to analyze.</param>
/// <param name="theHeaders">True if headers are present.</param>
/// <param name="theFormat">The format of the file being analyzed.</param>
public PerformAnalysis(AnalystScript theScript,
String theFilename, bool theHeaders,
AnalystFileFormat theFormat)
{
_filename = theFilename;
_headers = theHeaders;
_format = theFormat;
_script = theScript;
}
public EncogAnalyst()
{
if (0 == 0)
{
if (0x7fffffff == 0)
{
goto Label_00BE;
}
if (0 != 0)
{
goto Label_0071;
}
this._x594135906c55045c = new AnalystScript();
goto Label_00E8;
}
goto Label_008D;
Label_0071:
this.AddCommand(new CmdNormalize(this));
this.AddCommand(new CmdRandomize(this));
this.AddCommand(new CmdSegregate(this));
this.AddCommand(new CmdTrain(this));
this.AddCommand(new CmdBalance(this));
this.AddCommand(new CmdSet(this));
this.AddCommand(new CmdReset(this));
if (0 != 0)
{
goto Label_00E8;
}
this.AddCommand(new CmdCluster(this));
return;
Label_008D:
this._x636041b6008d8fc2 = null;
this._xc8e5edc888efe6f5 = new Dictionary<string, Cmd>();
this.MaxIteration = -1;
this.AddCommand(new CmdCreate(this));
this.AddCommand(new CmdEvaluate(this));
Label_00BE:
this.AddCommand(new CmdEvaluateRaw(this));
if (-2147483648 != 0)
{
this.AddCommand(new CmdGenerate(this));
goto Label_0071;
}
return;
Label_00E8:
this._xa1a7b04ac1ec3821 = new List<IAnalystListener>();
if (0 != 0)
{
return;
}
goto Label_008D;
}
/// <summary>
/// Construct a script loader.
/// </summary>
/// <param name="theScript">The script to load into.</param>
public ScriptLoad(AnalystScript theScript)
{
_script = theScript;
}
/// <summary>
/// Construct the script.
/// </summary>
///
/// <param name="theScript">The script to save.</param>
public ScriptSave(AnalystScript theScript)
{
_script = theScript;
}
/// <summary>
/// Construct the analyst wizard.
/// </summary>
/// <param name="theAnalyst">The analyst to use.</param>
public AnalystWizard(EncogAnalyst theAnalyst)
{
_directClassification = false;
_taskSegregate = true;
_taskRandomize = true;
_taskNormalize = true;
_taskBalance = false;
_taskCluster = true;
_range = NormalizeRange.NegOne2One;
_analyst = theAnalyst;
_script = _analyst.Script;
_methodType = WizardMethodType.FeedForward;
TargetFieldName = "";
_goal = AnalystGoal.Classification;
_leadWindowSize = 0;
_lagWindowSize = 0;
_includeTargetField = false;
_missing = new DiscardMissing();
MaxError = DefaultTrainError;
NaiveBayes = false;
}
/// <summary>
/// Construct the Encog analyst.
/// </summary>
///
public EncogAnalyst()
{
_script = new AnalystScript();
_listeners = new List<IAnalystListener>();
_currentQuantTask = null;
_commands = new Dictionary<String, Cmd>();
MaxIteration = -1;
AddCommand(new CmdCreate(this));
AddCommand(new CmdEvaluate(this));
AddCommand(new CmdEvaluateRaw(this));
AddCommand(new CmdGenerate(this));
AddCommand(new CmdNormalize(this));
AddCommand(new CmdRandomize(this));
AddCommand(new CmdSegregate(this));
AddCommand(new CmdTrain(this));
AddCommand(new CmdBalance(this));
AddCommand(new CmdSet(this));
AddCommand(new CmdReset(this));
AddCommand(new CmdCluster(this));
}
public void Init(AnalystScript script)
{
if (this._xcb632f1b59a7f901 != null)
{
using (IEnumerator<AnalystField> enumerator = this._xcb632f1b59a7f901.GetEnumerator())
{
AnalystField field;
DataField field2;
int num;
Label_0018:
if (enumerator.MoveNext())
{
goto Label_0177;
}
goto Label_00BE;
Label_0029:
if (((uint) num) > uint.MaxValue)
{
goto Label_009D;
}
Label_003B:
num = 0;
foreach (AnalystClassItem item in field2.ClassMembers)
{
field.Classes.Add(new ClassItem(item.Name, num++));
}
goto Label_0018;
Label_008B:
if (field.Action == NormalizationAction.SingleField)
{
goto Label_0029;
}
if (3 == 0)
{
goto Label_003B;
}
goto Label_0018;
Label_009D:
if (field.Action == NormalizationAction.Equilateral)
{
goto Label_003B;
}
Label_00AB:
if (field.Action != NormalizationAction.OneOf)
{
goto Label_008B;
}
goto Label_003B;
Label_00BE:
if (((uint) num) <= uint.MaxValue)
{
return;
}
if ((((uint) num) | 2) != 0)
{
goto Label_0171;
}
if (0 == 0)
{
goto Label_012F;
}
goto Label_008B;
Label_00F3:
if (0 != 0)
{
goto Label_0018;
}
goto Label_0029;
Label_00FE:
field.ActualHigh = field2.Max;
field.ActualLow = field2.Min;
goto Label_009D;
Label_011B:
if (field.Action == NormalizationAction.Normalize)
{
goto Label_00FE;
}
if (0 == 0)
{
goto Label_009D;
}
goto Label_00AB;
Label_012F:
if (0 == 0)
{
goto Label_011B;
}
if (2 != 0)
{
goto Label_00FE;
}
if (0 == 0)
{
goto Label_008B;
}
goto Label_019C;
Label_013E:
field2 = script.FindDataField(field.Name);
if (-1 == 0)
{
goto Label_00F3;
}
while (field2 == null)
{
throw new AnalystError("Normalize specifies unknown field: " + field.Name);
}
goto Label_0181;
Label_0171:
if (0 != 0)
{
goto Label_0029;
}
Label_0177:
field = enumerator.Current;
goto Label_013E;
Label_0181:
if ((((uint) num) + ((uint) num)) <= uint.MaxValue)
{
goto Label_012F;
}
Label_019C:
if ((((uint) num) + ((uint) num)) >= 0)
{
goto Label_009D;
}
}
}
}
/// <summary>
/// Construct this command.
/// </summary>
///
/// <param name="theAnalyst">The analyst that this command belongs to.</param>
protected Cmd(EncogAnalyst theAnalyst)
{
_analyst = theAnalyst;
_script = _analyst.Script;
_properties = _script.Properties;
}
protected Cmd(EncogAnalyst theAnalyst)
{
this._x554f16462d8d4675 = theAnalyst;
this._x594135906c55045c = this._x554f16462d8d4675.Script;
this._xe11545499171cc05 = this._x594135906c55045c.Properties;
}
public AnalystNormalize(AnalystScript script)
{
this._x594135906c55045c = script;
}
/// <summary>
/// Construct the script.
/// </summary>
///
/// <param name="theScript">The script to save.</param>
public ScriptSave(AnalystScript theScript)
{
_script = theScript;
}
/// <summary>
/// Construct a script loader.
/// </summary>
/// <param name="theScript">The script to load into.</param>
public ScriptLoad(AnalystScript theScript)
{
_script = theScript;
}
public ScriptLoad(AnalystScript theScript)
{
this._x594135906c55045c = theScript;
}
