private static void MainTraitement(bool includeDay, bool includeWeek, bool includeMonth)
{
_includeDay = includeDay;
_includeMonth = includeMonth;
_includeWeek = includeWeek;
var coreFacde = new CoreFacade(includeDay, includeMonth, includeWeek, _mlContext, _trainData, _testData, _datePrediction);
_predictedCombinaison = coreFacde.PredictCombinaison();
Console.WriteLine(
$"Predicted combinaison is {_predictedCombinaison.Column1}, {_predictedCombinaison.Column2}, {_predictedCombinaison.Column3}, {_predictedCombinaison.Column4}, {_predictedCombinaison.Column5}, {_predictedCombinaison.Column6}, Bonus {_predictedCombinaison.Bonus}");
}
public PredictedCombinaison PredictCombinaison()
{
PredictedCombinaison result = new PredictedCombinaison();
var trainingColumn1 = BuildAndTrainUsingParams(ColumnEnum.Column1);
Evaluate(trainingColumn1);
result.Column1 = PredictColumn(trainingColumn1, ColumnEnum.Column1);
var trainingColumn2 = BuildAndTrainUsingParams(ColumnEnum.Column2);
Evaluate(trainingColumn2);
result.Column2 = PredictColumn(trainingColumn2, ColumnEnum.Column2);
var trainingColumn3 = BuildAndTrainUsingParams(ColumnEnum.Column3);
Evaluate(trainingColumn3);
result.Column3 = PredictColumn(trainingColumn3, ColumnEnum.Column3);
var trainingColumn4 = BuildAndTrainUsingParams(ColumnEnum.Column4);
Evaluate(trainingColumn4);
result.Column4 = PredictColumn(trainingColumn4, ColumnEnum.Column4);
var trainingColumn5 = BuildAndTrainUsingParams(ColumnEnum.Column5);
Evaluate(trainingColumn5);
result.Column5 = PredictColumn(trainingColumn5, ColumnEnum.Column5);
var trainingColumn6 = BuildAndTrainUsingParams(ColumnEnum.Column6);
Evaluate(trainingColumn5);
result.Column6 = PredictColumn(trainingColumn6, ColumnEnum.Column6);
var trainingColumnBonus = BuildAndTrainUsingParams(ColumnEnum.Bonus);
Evaluate(trainingColumnBonus);
result.Bonus = PredictColumn(trainingColumnBonus, ColumnEnum.Bonus);
return(result);
}
