public void AddClassifier(Func <IDataTable, IRowClassifier> classifierProvider)
{
var samples = _GetNextSamples();
var iterationTable = _table.CopyWithRows(samples);
var classifier = classifierProvider(iterationTable);
_classifier.Add(classifier);
var correct = _table
.Classify(classifier)
.Select(r => r.Classification == r.Row.GetField <string>(_classColumnIndex))
.ToList()
;
_AddClassifierResults(correct);
}
/// <summary>
/// Classifies each row of the data table
/// </summary>
/// <param name="classifier"></param>
/// <param name="dataTable"></param>
/// <returns>A list of rows with their corresponding classifications</returns>
public static IReadOnlyList <(IRow Row, string Classification)> Classifiy(this IRowClassifier classifier, IDataTable dataTable)
{
return(dataTable.Classify(classifier, percentage => Console.Write("\r({0:P}) ", percentage)));
}