Encog.App.Analyst.Wizard.AnalystWizard.GenerateNormalizedFields C# (CSharp) Method

        private void GenerateNormalizedFields()
        {
            IList<AnalystField> norm = _script.Normalize.NormalizedFields;
            norm.Clear();
            DataField[] dataFields = _script.Fields;

            for (int i = 0; i < _script.Fields.Length; i++)
            {
                DataField f = dataFields[i];

                NormalizationAction action;
                bool isLast = i == _script.Fields.Length - 1;

                if ((f.Integer || f.Real) && !f.Class)
                {
                    action = NormalizationAction.Normalize;
                    AnalystField af = _range == NormalizeRange.NegOne2One ? new AnalystField(f.Name, action, 1, -1) : new AnalystField(f.Name, action, 1, 0);
                    norm.Add(af);
                    af.ActualHigh = f.Max;
                    af.ActualLow = f.Min;
                }
                else if (f.Class)
                {
                    if (isLast && _directClassification)
                    {
                        action = NormalizationAction.SingleField;
                    }
                    else if (f.ClassMembers.Count > 2)
                    {
                        action = NormalizationAction.Equilateral;
                    }
                    else
                    {
                        action = NormalizationAction.OneOf;
                    }

                    norm.Add(_range == NormalizeRange.NegOne2One
                                 ? new AnalystField(f.Name, action, 1, -1)
                                 : new AnalystField(f.Name, action, 1, 0));
                }
                else
                {
                    action = NormalizationAction.Ignore;
                    norm.Add(new AnalystField(action, f.Name));
                }
            }

            _script.Normalize.Init(_script);
        }