/// Public Methods Section
///<summary>
///
/// Entry Point of prediction ,requires all systems Initilized and requires DailyMeteoSystem to have a non null observation
///
/// </summary>
public void StartPrediction()
{
if (dailyMeteoSystem.Observation != null)
{
predictionManager.DailyObservation = dailyMeteoSystem.Observation;
queryManager.GenerateQuery(dailyMeteoSystem.Observation);
PredictionCouple.NUMBER_OF_PARAMETERS = dailyMeteoSystem.Observation.Parameters.Count;
/// Getting data from dataSet
dataRetreiver.SetQuery(queryManager.Query);
dataRetreiver.HandleQuery();
dataRetreiver.SetObservationTable();
predictionManager.PredictionCouples = dataRetreiver.GetObservations();
///
if (predictionManager.PredictionCouples != null && mode == CEP)
{
predictionManager.PredictByKNN();
resultHandler.Predictions = predictionManager.Predictions;
resultHandler.GenerateResults();
if (resultHandler.Results != null)
{
foreach (var prediction in resultHandler.Results)
{
decisionMaker.SetPredictions(prediction.Predictions);
prediction.Climate = decisionMaker.GetDecision();
}
}
}
else if (mode == SELECTION)
{
resultHandler.SetResults(predictionManager.PredictBySelection());
if (resultHandler.Results != null)
{
foreach (var prediction in resultHandler.Results)
{
decisionMaker.SetPredictions(prediction.Predictions);
prediction.Climate = decisionMaker.GetDecision();
}
}
}
}
else
{
throw new NullObservationException("DailyMeteoSystem Has not yet acquired Observation");
}
}
