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From "ASF GitHub Bot (JIRA)" <>
Subject [jira] [Commented] (SAMOA-68) Saving true and predicted labels to file
Date Thu, 22 Jun 2017 14:40:02 GMT


ASF GitHub Bot commented on SAMOA-68:

Github user gdfm commented on a diff in the pull request:
    --- Diff: samoa-api/src/main/java/org/apache/samoa/evaluation/
    @@ -111,6 +125,38 @@ public void addResult(Instance inst, double[] classVotes) {
    +  /**
    +   * This method is used to retrieve predictions and votes (for classification only)
    +   * 
    +   * @return String This returns an array of predictions and votes objects.
    +   */
    +  @Override
    +  public Vote[] getPredictionVotes() {
    --- End diff --
    This seems a lot of object creation.
    Could we reuse some of these objects?

> Saving true and predicted labels to file
> ----------------------------------------
>                 Key: SAMOA-68
>                 URL:
>             Project: SAMOA
>          Issue Type: New Feature
>          Components: SAMOA-API
>            Reporter: Maciej Grzenda
>              Labels: features
> Currently PrequentialEvaluation task supports dumpFile option.  With this option model
performance can be saved to a file. However, in some cases it would be good to save also individual
predictions made by a model.  This is useful for model debugging and method development.
> This could be also used to visualize model output, calculate custom performance indicators
(e.g. model accuracy for instances of a certain class or sharing the same feature value).
 Such saving of model output (if done) should be made for every instance. Hence, a new option
making it possible to dump predictions to a separate file seems justified.  For classification,
it should include votes made for individual classes, if available.

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