opennlp.tools.ml.model

## Interface DataIndexer

- All Known Implementing Classes:
    AbstractDataIndexer, OnePassDataIndexer, OnePassRealValueDataIndexer, TwoPassDataIndexer

      public interface DataIndexer

  Object which compresses events in memory and performs feature selection.

- - ### Method Summary

    All Methods Instance Methods Abstract Methods
    Modifier and Type | Method and Description
    --- | ---
    `int[][]` | `getContexts()` Returns the array of predicates seen in each event.
    `int` | `getNumEvents()` Returns the number of total events indexed.
    `int[]` | `getNumTimesEventsSeen()` Returns an array indicating the number of times a particular event was seen.
    `String[]` | `getOutcomeLabels()` Returns an array of outcome names.
    `int[]` | `getOutcomeList()` Returns an array indicating the outcome index for each event.
    `int[]` | `getPredCounts()` Returns an array of the count of each predicate in the events.
    `String[]` | `getPredLabels()` Returns an array of predicate/context names.
    `float[][]` | `getValues()` Returns the values associated with each event context or null if integer values are to be used.
    `void` | `index(ObjectStream<Event> eventStream)` Performs the data indexing.
    `void` | `init(TrainingParameters trainParams, Map<String,String> reportMap)` Sets parameters used during the data indexing.

- - ### Method Detail

    - #### getContexts

          int[][] getContexts()

      Returns the array of predicates seen in each event.
      Returns:
        a 2-D array whose first dimension is the event index and array this refers to contains the contexts for that event.

    - #### getNumTimesEventsSeen

          int[] getNumTimesEventsSeen()

      Returns an array indicating the number of times a particular event was seen.
      Returns:
        an array indexed by the event index indicating the number of times a particular event was seen.

    - #### getOutcomeList

          int[] getOutcomeList()

      Returns an array indicating the outcome index for each event.
      Returns:
        an array indicating the outcome index for each event.

    - #### getPredLabels

          String[] getPredLabels()

      Returns an array of predicate/context names.
      Returns:
        an array of predicate/context names indexed by context index. These indices are the value of the array returned by `getContexts`.

    - #### getPredCounts

          int[] getPredCounts()

      Returns an array of the count of each predicate in the events.
      Returns:
        an array of the count of each predicate in the events.

    - #### getOutcomeLabels

          String[] getOutcomeLabels()

      Returns an array of outcome names.
      Returns:
        an array of outcome names indexed by outcome index.

    - #### getValues

          float[][] getValues()

      Returns the values associated with each event context or null if integer values are to be used.
      Returns:
        the values associated with each event context.

    - #### getNumEvents

          int getNumEvents()

      Returns the number of total events indexed.
      Returns:
        The number of total events indexed.

    - #### init

          void init(TrainingParameters trainParams,
                    Map<String,String> reportMap)

      Sets parameters used during the data indexing.
      Parameters:
        `trainParams` - `TrainingParameters`

    - #### index

          void index(ObjectStream<Event> eventStream)
              throws IOException

      Performs the data indexing. Make sure the init(...) method is called first.
      Parameters:
        `eventStream` - a stream of events
      Throws:
        `IOException`

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