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;
}
}
}
/// <param name="x">to normalize</param>
/// <param name="minX">min value of x</param>
/// <param name="maxX">max value of x</param>
/// <param name="range">if true then normalizes to 0..1, else - -1..1</param>
/// <returns></returns>
public static float NormalizeNumber(float x, float minX, float maxX, NormalizeRange range)
{
Debug.Assert(minX <= x && x <= maxX);
float ans = (x - minX) / (maxX - minX);
if (range == NormalizeRange.minusOne_one)
{
ans = -1 + 2 * ans;
Debug.Assert(-1 <= ans && ans <= 1);
}
else if (range == NormalizeRange.zero_one)
{
Debug.Assert(0 <= ans && ans <= 1);
}
return(ans);
}
/// <param name="x">to normalize</param>
/// <param name="minX">min value of x</param>
/// <param name="maxX">max value of x</param>
/// <param name="range">if true then normalizes to 0..1, else - -1..1</param>
/// <returns></returns>
public static double NormalizeNumber(double x, double minX, double maxX, NormalizeRange range)
{
Debug.Assert(minX <= x && x <= maxX);
double ans = (x - minX) / (maxX - minX);
if (range == NormalizeRange.minusOne_one)
{
ans = -1 + 2 * ans;
Debug.Assert(-1 <= ans && ans <= 1);
}
else if (range == NormalizeRange.zero_one)
{
Debug.Assert(0 <= ans && ans <= 1);
}
return(ans);
}
/// <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;
_targetField = "";
_goal = AnalystGoal.Classification;
_leadWindowSize = 0;
_lagWindowSize = 0;
_includeTargetField = false;
_missing = new DiscardMissing();
}
/// <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;
}
