/// <summary>
/// Applies the specified inputs.
/// </summary>
/// <param name="inputs">The inputs.</param>
/// <param name="featureBuckets">The feature buckets.</param>
/// <param name="priors">The priors.</param>
/// <param name="results">The results.</param>
/// <param name="mode">The mode.</param>
/// <param name="showFactorGraph">if set to <c>true</c> [show factor graph].</param>
/// <exception cref="System.NotImplementedException">Not implemented for this model</exception>
public virtual void Apply(Inputs inputs, FeatureSet featureBuckets, Priors priors, ref Results results, InputMode mode, bool showFactorGraph = false)
{
this.Engine.ShowFactorGraph = showFactorGraph;
if (mode.HasFlag(InputMode.Validation))
{
this.SetObservedValues(inputs.Validation.Instances, featureBuckets, InputMode.Validation, priors);
results.Validation = new Results.ResultsSet {
IsRepliedTo = this.Engine.Infer <Bernoulli[]>(this.RepliedTo)
};
}
if (mode.HasFlag(InputMode.Testing))
{
this.SetObservedValues(inputs.Test.Instances, featureBuckets, InputMode.Testing, priors);
results.Test = new Results.ResultsSet {
IsRepliedTo = this.Engine.Infer <Bernoulli[]>(this.RepliedTo)
};
}
if (mode.HasFlag(InputMode.TrainAndValidation))
{
this.SetObservedValues(inputs.TrainAndValidation.Instances, featureBuckets, InputMode.TrainAndValidation, priors);
results.Validation = new Results.ResultsSet {
IsRepliedTo = this.Engine.Infer <Bernoulli[]>(this.RepliedTo)
};
}
this.Engine.ShowFactorGraph = this.ShowFactorGraph;
}
/// <summary>
/// Applies the specified inputs.
/// </summary>
/// <param name="inputs">The inputs.</param>
/// <param name="featureSet">The feature set.</param>
/// <param name="priors">The priors.</param>
/// <param name="results">The results.</param>
/// <param name="mode">The mode.</param>
/// <param name="showFactorGraph">if set to <c>true</c> [show factor graph].</param>
public void Apply(Inputs inputs, FeatureSet featureSet, CommunityPriors priors, ref Results results, InputMode mode, bool showFactorGraph = false)
{
this.Engine.ShowFactorGraph = showFactorGraph;
if (mode.HasFlag(InputMode.Validation))
{
this.SetObservedValues(new[] { inputs.Validation.Instances }, featureSet, InputMode.Validation, priors);
results.Validation = new Results.ResultsSet {
IsRepliedTo = this.Engine.Infer <Bernoulli[][]>(this.RepliedTo)[0]
};
}
if (mode.HasFlag(InputMode.Testing))
{
this.SetObservedValues(new[] { inputs.Test.Instances }, featureSet, InputMode.Testing, priors);
results.Test = new Results.ResultsSet {
IsRepliedTo = this.Engine.Infer <Bernoulli[][]>(this.RepliedTo)[0]
};
}
this.Engine.ShowFactorGraph = this.ShowFactorGraph;
}