private async Task MakeIndividualPrediction()
{
if (HotelsCombo.SelectedValue == null || TravelerTypesCombo.SelectedValue == null || SeasonsCombo.SelectedValue == null)
{
return;
}
// Individual Prediction
var recommendationData = new FfmRecommendationData
{
Hotel = HotelsCombo.SelectedValue.ToString(),
TravelerType = TravelerTypesCombo.SelectedValue.ToString(),
Season = SeasonsCombo.SelectedValue.ToString()
};
var result = await ViewModel.Predict(recommendationData);
if (!result.PredictedLabel)
{
// Bring to a range from -1 (highly discouraged) to +1 (highly recommended).
result.Probability = -result.Probability;
}
ResultBlock.Text = result != null?result.Probability.ToString() : string.Empty;
}
public Task <FfmRecommendationPrediction> Predict(FfmRecommendationData recommendationData)
{
return(Task.Run(() =>
{
return _model.Predict(recommendationData);
}));
}
private async Task MakeIndividualPrediction()
{
if (HotelsCombo.SelectedValue == null || TravelerTypesCombo.SelectedValue == null || SeasonsCombo.SelectedValue == null)
{
return;
}
// Individual Prediction
var recommendationData = new FfmRecommendationData
{
Hotel = HotelsCombo.SelectedValue.ToString(),
TravelerType = TravelerTypesCombo.SelectedValue.ToString(),
Season = SeasonsCombo.SelectedValue.ToString()
};
var result = await ViewModel.Predict(recommendationData);
ResultBlock.Text = result != null?result.Probability.ToString() : string.Empty;
}
