public static bool Train(string text, string className, string classifierName)
{
//var exludedWord = new List<string>() { "מסעדה", "מסעדת", "כשר", "כשר למהדרין" };
if (text != null && text != "" && className != null && className != "" && classifierName != null && classifierName != "")
{
log.InfoFormat("[Train] text={0}, className={1}, classifierName={2}.", text, className, classifierName);
string textFiltered = StringUtilities.ExcludeCommonWords(text);
var uclassifayWrite = new uClassify.WriteCalls();
var xmlRequest = XmlBuilder.BuildTrainXML(textFiltered.ToLowerInvariant(), className, classifierName);
if (uclassifayWrite.Train(xmlRequest))
{
log.InfoFormat("[Train] Success train. text={0}, className={1}, classifierName={2}.", text, className, classifierName);
return true;
}
else
{
log.WarnFormat("[Train] Unsuccess train. text={0}, className={1}, classifierName={2}.", text, className, classifierName);
}
}
else
{
log.ErrorFormat("[Train] Input properties not vailid.");
}
return false;
}
public static void UntrainWithSet(List<UntrainPattern> untrainSet, string classifierName)
{
try
{
log.InfoFormat("[UntrainWithSet] untrainSet.Count={0}, classifierName={1}.", untrainSet.Count, classifierName);
var uclassifayWrite = new uClassify.WriteCalls();
foreach (UntrainPattern untrainUnit in untrainSet)
{
UntrainWithUnit(untrainUnit, classifierName);
}
}
catch (Exception e)
{
log.ErrorFormat("[UntrainWithSet] Exception={0}.", e.Message);
}
}
public static void TrainWithSet(List<RestaurantTrainPattern> trainSet, string classifierName)
{
try
{
log.InfoFormat("[TrainWithSet] trainSet.Count={0}, classifierName={1}.", trainSet.Count, classifierName);
var uclassifayWrite = new uClassify.WriteCalls();
foreach (RestaurantTrainPattern trainUnit in trainSet)
{
TrainWithUnit(trainUnit, classifierName);
}
}
catch (Exception e)
{
log.ErrorFormat("[TrainWithSet] Exception={0}.", e.Message);
}
}
public static List<RestaurantQueryPattern> ClassifySet(List<RestaurantQueryPattern> querySet, string classifierName)
{
try
{
log.InfoFormat("[ClassifySet] querySet.Count={0}, classifierName={1}.", querySet.Count, classifierName);
var uclassifayWrite = new uClassify.WriteCalls();
foreach (RestaurantQueryPattern queryUnit in querySet)
{
queryUnit.Result = ClassifyUnit(queryUnit, classifierName);
}
return querySet;
}
catch (Exception e)
{
log.ErrorFormat("[ClassifySet] Exception={0}.", e.Message);
return null;
}
}
public static bool Untrain(string text, string className, string classifierName)
{
if (text != null && text != "" && className != null && className != "" && classifierName != null && classifierName != "")
{
log.InfoFormat("[Untrain] text={0}, className={1}, classifierName={2}.", text, className, classifierName);
var uclassifayWrite = new uClassify.WriteCalls();
var xmlRequest = XmlBuilder.BuildUntrainXML(text.ToLowerInvariant(), className, classifierName);
if (uclassifayWrite.Untrain(xmlRequest))
{
log.InfoFormat("[Untrain] Success train. text={0}, className={1}, classifierName={2}.", text, className, classifierName);
return true;
}
else
{
log.WarnFormat("[Untrain] Unsuccess train. text={0}, className={1}, classifierName={2}.", text, className, classifierName);
}
}
else
{
log.ErrorFormat("[Untrain] Input properties not vailid.");
}
return false;
}
