private static ActiveDataBase getGPParams()
{
var adb = new ActiveDataBase();
//
//first 4 algebraical operations +,-,*,/
adb.FunctionSet = Globals.functionSet.Where(x => x.Value.Selected).Select(x => x.Value).ToArray();
//prepare params
adb.Parameters = prepareGP();
//termination criteria
adb.TC = new TerminationCriteria()
{
IsIteration = true, Value = 50
};
adb.reportRun = reportProgress;
return(adb);
}
static async Task CreateNewRegressionProject()
{
dataSetName = "Iris flower identification";
Project proj = new Project("testProject");
proj.InitiNewProject("IrisPrjTest");
var metaData = getMetaData("iris");
var strData = getIrisString(',', 1);
DataSet1 ds = new DataSet1();
ds.MetaData = metaData;
ds.Data = strData;
var dataSet = ds.GetDataSet(true);
//
proj.DataSet = ds;
//rft format of the simple text
proj.ProjectInfo = "{\\rtf1\\ansi\\deff0\\nouicompat{\\fonttbl{\\f0\\fnil\\fcharset0 Microsoft Sans Serif;}}\r\n{\\*\\generator Riched20 10.0.16299}\\viewkind4\\uc1 \r\n\\pard\\f0\\fs17\\lang1033 Famous classification dataset\\par\r\n}\r\n";
proj.CreateModel("iris-data-set", "Iris", true);
var model = proj.Models[0];
//
ActiveDataBase actvData = getGPParams();
//change Default PArams
actvData.Parameters.ParallelProcessing = true;
actvData.Parameters.FitnessName = "RMSE";
//if the solution is reseted constants from MODel must be update to activeData
await model.RunGPAsync(actvData, new CancellationToken(), true);
//saved into bin folder
var strPath = $@"Data\\iris_{DateTime.Now.Ticks}.gpa";
proj.Save(strPath);
}