ai.idylnlp.models.opennlp.training.model

Interface ModelSeparateDataValidationOperations<T extends ai.idylnlp.model.training.EvaluationResult>

All Known Implementing Classes:

EntityModelOperations, LemmatizerModelOperations, PartOfSpeechModelOperations, SentenceModelOperations, TokenModelOperations

public interface ModelSeparateDataValidationOperations<T extends ai.idylnlp.model.training.EvaluationResult>

Provides operations for performing model validation using separate data.

Author:

Mountain Fog, Inc.

Method Summary

Modifier and Type	Method and Description
T	separateDataEvaluate(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining, String modelFileName, String encryptionKey) Performs model validation using separate data.

Method Detail

separateDataEvaluate

T separateDataEvaluate(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining,
                       String modelFileName,
                       String encryptionKey)
                throws IOException

Performs model validation using separate data. This validation requires a built model file.

Parameters:

subjectOfTraining - The SubjectOfTrainingOrEvaluation.

modelFileName - The full path to the model file.

encryptionKey - The model's encryption key.

Returns:

The results of the validation as an FMeasure.

Throws:

IOException - Thrown if any of the input files cannot be read.