public Perceptron(string inputFile, string outputFile, List<string> tagList)
{
_inputFile = inputFile;
_outputFile = outputFile;
var tags = new Tags(tagList);
MapFeatures = new MapFeaturesToK(inputFile, string.Concat(outputFile, ".featuresToK"), tagList);
MapFeatures.StartMapping();
WeightVector = new WeightVector(MapFeatures.DictFeaturesToK, MapFeatures.FeatureCount);
_viterbiForGlobalLinearModel = new ViterbiForGlobalLinearModel(WeightVector, tags);
InputSentences = new List<List<string>>();
TagsList = new List<List<string>>();
ReadInputs();
}
public Perceptron(List<string> inputFiles, string outputFile, List<string> tagList, bool useAvg = false)
{
_outputFile = outputFile;
_useAvg = useAvg;
var tags = new Tags(tagList);
MapFeatures = new MapFeaturesToK(string.Concat(outputFile, ".featuresToK"), tagList);
MapFeatures.StartMapping(inputFiles);
WeightVector = new WeightVector(MapFeatures.DictFeaturesToK, MapFeatures.FeatureCount);
AvgWeightVector = new WeightVector(MapFeatures.DictFeaturesToK, MapFeatures.FeatureCount);
_viterbiForGlobalLinearModel = new ViterbiForGlobalLinearModel(WeightVector, tags);
InputSentences = new List<List<string>>();
TagsList = new List<List<string>>();
//ReadInputs();
}