private void WizardCommand() { String targetCSVFile = _cmd.Args[0]; String egaFile = FileUtil.ForceExtension(targetCSVFile, "ega"); var analyst = new EncogAnalyst(); var wizard = new AnalystWizard(analyst); bool headers = _cmd.PromptBoolean("headers", true); AnalystFileFormat format = ConvertStringConst.String2AnalystFileFormat(_cmd.PromptString("format", "decpnt|comma")); String goal = _cmd.PromptString("goal", "c").ToLower().Trim(); if (goal.Equals("c")) { wizard.Goal = AnalystGoal.Classification; } else if (goal.Equals("r")) { wizard.Goal = AnalystGoal.Regression; } else { Console.WriteLine(@"Invalid goal: " + goal); return; } wizard.TargetFieldName = _cmd.PromptString("targetField", ""); String m = _cmd.PromptString("method", "ff").ToLower(); if (m.Equals("ff")) { wizard.MethodType = WizardMethodType.FeedForward; } else if (m.Equals("neat")) { wizard.MethodType = WizardMethodType.NEAT; } else if (m.Equals("pnn")) { wizard.MethodType = WizardMethodType.PNN; } else if (m.Equals("rbf")) { wizard.MethodType = WizardMethodType.RBF; } else if (m.Equals("som")) { wizard.MethodType = WizardMethodType.SOM; } else if (m.Equals("svm")) { wizard.MethodType = WizardMethodType.SVM; } else { Console.WriteLine(@"Invalid method: " + m); return; } String r = _cmd.PromptString("range", "-1t1").Trim().ToLower(); if (r.Equals("-1t1")) { wizard.Range = NormalizeRange.NegOne2One; } else if (r.Equals("0t1")) { wizard.Range = NormalizeRange.Zero2One; } wizard.Missing = TranslateMissing(_cmd.PromptString("missing", "DiscardMissing")); wizard.LagWindowSize = _cmd.PromptInteger("lagWindow", 0); wizard.LeadWindowSize = _cmd.PromptInteger("leadWindow", 0); wizard.IncludeTargetField = _cmd.PromptBoolean("includeTarget", false); wizard.TaskNormalize = _cmd.PromptBoolean("normalize", true); wizard.TaskRandomize = _cmd.PromptBoolean("randomize", true); wizard.TaskSegregate = _cmd.PromptBoolean("segregate", true); wizard.TaskBalance = _cmd.PromptBoolean("balance", false); wizard.TaskCluster = _cmd.PromptBoolean("cluster", false); _sw.Start(); Console.WriteLine(@"Analyzing data"); wizard.Wizard(new FileInfo(targetCSVFile), headers, format); Console.WriteLine(@"Saving analyst file"); analyst.Save(egaFile); }