Class NaiveBayesModelReader

java.lang.Object
opennlp.tools.ml.model.AbstractModelReader
opennlp.tools.ml.naivebayes.NaiveBayesModelReader
Direct Known Subclasses:
BinaryNaiveBayesModelReader, PlainTextNaiveBayesModelReader
public class NaiveBayesModelReader extends opennlp.tools.ml.model.AbstractModelReader
The base class for readers of models. It assumes that models are saved in the following sequence:
NaiveBayes (model type identifier)
1. # of parameters (int)
2. # of outcomes (int)
* list of outcome names (String)
3. # of different types of outcome patterns (int)
* list of (int int[])
[# of predicates for which outcome pattern is true] [outcome pattern]
4. # of predicates (int)
* list of predicate names (String)
See Also:

  • Constructor Details

    • NaiveBayesModelReader

      public NaiveBayesModelReader(File file) throws IOException
      Initializes a NaiveBayesModelReader via a File.
      Parameters:
      file - The File that references the model to be read.
      Throws:
      IOException - Thrown if IO errors occurred.

    • NaiveBayesModelReader

      public NaiveBayesModelReader(opennlp.tools.ml.model.DataReader dataReader)
      Initializes a NaiveBayesModelReader via a DataReader.
      Parameters:
      dataReader - The DataReader that references the model to be read.

  • Method Details

    • constructModel

      public opennlp.tools.ml.model.AbstractModel constructModel() throws IOException
      Constructs a model.

      If you are creating a reader for a format which won't work with this (perhaps a database or xml file), override this method and ignore the other methods provided in this abstract class.

      Specified by:
      constructModel in class opennlp.tools.ml.model.AbstractModelReader
      Returns:
      A NaiveBayesModel reconstructed from a model's (read) attributes.
      Throws:
      IOException - Thrown if IO errors occurred during (re-)construction.

    • checkModelType

      public void checkModelType() throws IOException
      Reads the mode type from the underlying reader and informs if it not a Naive Bayes model.
      Specified by:
      checkModelType in class opennlp.tools.ml.model.AbstractModelReader
      Throws:
      IOException - Thrown if IO errors occurred.