EnsembleMetricHelper

Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home

PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD

## weka.classifiers.meta.ensembleSelection
Class EnsembleMetricHelper

    java.lang.Object
      weka.classifiers.meta.ensembleSelection.EnsembleMetricHelper

All Implemented Interfaces:
  RevisionHandler

    public class EnsembleMetricHelper

extends java.lang.Object
implements RevisionHandler

This class is used by Ensemble Selection. It provides the "enumeration" of the metrics that can be used by ensemble selection, as well as a helper function for computing the metric using an Evaluation class.

Version:
  $Revision: 1.2 $
Author:
  David Michael

Field Summary
`static int` | `METRIC_ACCURACY` metric: Accuracy
`static int` | `METRIC_ALL` metric: All
`static int` | `METRIC_FSCORE` metric: FScore
`static int` | `METRIC_PRECISION` metric: Precision
`static int` | `METRIC_RECALL` metric: Recall
`static int` | `METRIC_RMSE` metric: RMSE
`static int` | `METRIC_ROC` metric: ROC

Constructor Summary
`EnsembleMetricHelper()`

Method Summary
`static double` | `getMetric(Evaluation eval, int metric_index)` Given an Evaluation object and metric, call the appropriate function to get the value for that metric and return it.
`java.lang.String` | `getRevision()` Returns the revision string.

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

Field Detail

### METRIC_ACCURACY

    public static final int METRIC_ACCURACY

  metric: Accuracy

  See Also:
    Constant Field Values

### METRIC_RMSE

    public static final int METRIC_RMSE

  metric: RMSE

  See Also:
    Constant Field Values

### METRIC_ROC

    public static final int METRIC_ROC

  metric: ROC

  See Also:
    Constant Field Values

### METRIC_PRECISION

    public static final int METRIC_PRECISION

  metric: Precision

  See Also:
    Constant Field Values

### METRIC_RECALL

    public static final int METRIC_RECALL

  metric: Recall

  See Also:
    Constant Field Values

### METRIC_FSCORE

    public static final int METRIC_FSCORE

  metric: FScore

  See Also:
    Constant Field Values

### METRIC_ALL

    public static final int METRIC_ALL

  metric: All

  See Also:
    Constant Field Values

Constructor Detail

### EnsembleMetricHelper

    public EnsembleMetricHelper()

Method Detail

### getMetric

    public static double getMetric(Evaluation eval,
                                   int metric_index)

  Given an Evaluation object and metric, call the appropriate function to get the value for that metric and return it. Metrics are returned so that "bigger is better". For instance, we return 1.0 - RMSE instead of RMSE, because bigger RMSE is better.

  Parameters:
    `eval` - the evaluation object to use
    `metric_index` - the metric to use
  Returns:
    the value for the metric

### getRevision

    public java.lang.String getRevision()

  Returns the revision string.

  Specified by:
    `getRevision` in interface `RevisionHandler`
  Returns:
    the revision

Overview | Package | Class | Tree | Deprecated | Index | Help | Weka's home

PREV CLASS NEXT CLASS | FRAMES NO FRAMES
SUMMARY: NESTED | FIELD | CONSTR | METHOD | DETAIL: FIELD | CONSTR | METHOD