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RegressionPageViewModel.cs
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using Mvvm;
using System.Collections.Generic;
using System.Threading.Tasks;
using XamlBrewer.Uwp.MachineLearningSample.Models;
namespace XamlBrewer.Uwp.MachineLearningSample.ViewModels
{
internal class RegressionPageViewModel : ViewModelBase
{
private RegressionModel _model = new RegressionModel();
public Task<IEnumerable<RegressionData>> Load(string trainingDataPath)
{
return Task.Run(() =>
{
return _model.Load(trainingDataPath);
});
}
public Task BuildAndTrain(string regressionTrainer)
{
return Task.Run(() =>
{
_model.BuildAndTrain(regressionTrainer);
});
}
public Task Save(string modelName)
{
return Task.Run(() =>
{
_model.Save(modelName);
});
}
public Task<IEnumerable<RegressionPrediction>> PredictTrainingData()
{
return Task.Run(() =>
{
return _model.PredictTrainingData();
});
}
public Task<RegressionPrediction> Predict(RegressionData data)
{
return Task.Run(() =>
{
return _model.Predict(data);
});
}
}
}