/// <summary>
/// Evaluates the specified chunk samples.
/// </summary>
/// <param name="samples">The chunk samples to be evaluated.</param>
/// <param name="partitions">The partitions (folds).</param>
public void Evaluate(IObjectStream <ChunkSample> samples, int partitions)
{
var partitioner = new CrossValidationPartitioner <ChunkSample>(samples, partitions);
while (partitioner.HasNext)
{
var trainingSampleStream = partitioner.Next();
var model = ChunkerME.Train(languageCode, trainingSampleStream, parameters, chunkerFactory);
var evaluator = new ChunkerEvaluator(new ChunkerME(model), listeners);
evaluator.Evaluate(trainingSampleStream.GetTestSampleStream());
FMeasure.MergeInto(evaluator.FMeasure);
}
}
