public void GenerateJobs(ValidationSuite vs, List<Instance> instances, string notes)
{
ValidationJob job;
int folds = 10, reps = 2;
job = new ValidationJob();
job.Validator = new KFoldValidation(instances, folds, reps);
job.Classifier = new NaiveBayesClassifier();
job.Notes = notes;
vs.Jobs.Add(job);
/*
for (int k = 1; k <= 4; k++)
{
foreach (Metric metric in Enum.GetValues(typeof(Metric)))
{
if (metric == Metric.HammingDistance || metric == Metric.ChebyshevDistance
|| metric == Metric.JaccardSimilarity || metric == Metric.DistanceSquared) continue;
WeightMode mode = WeightMode.InverseDistance;
job = new ValidationJob();
job.Validator = new KFoldValidation(instances, folds, reps);
job.Classifier = new KNearestClassifier(k, metric, mode);
job.Notes = notes;
vs.Jobs.Add(job);
}
}*/
}
/// <summary>
/// Initializes a new instance of the <see cref="ValidationJobResult"/> struct.
/// </summary>
/// <param name="job">The job.</param>
/// <param name="confusion">The confusion.</param>
/// <param name="duration">The duration.</param>
/// <remarks></remarks>
public ValidationJobResult(ValidationJob job, ClassConfusionMatrix confusion, TimeSpan duration)
{
Job = job;
Duration = duration;
Confusion = confusion;
JobNumber = 0;
}
/// <summary>
/// Initializes a new instance of the <see cref="ValidationJobResult"/> struct.
/// </summary>
/// <param name="job">The job.</param>
/// <param name="confusion">The confusion.</param>
/// <param name="duration">The duration.</param>
/// <remarks></remarks>
public ValidationJobResult(ValidationJob job, ClassConfusionMatrix confusion, TimeSpan duration)
{
Job = job;
Duration = duration;
Confusion = confusion;
JobNumber = 0;
}
