org.apache.mahout.classifier.stats

RunningAverage

trait RunningAverage extends AnyRef

Interface for classes that can keep track of a running average of a series of numbers. One can add to or remove from the series, as well as update a datum in the series. The class does not actually keep track of the series of values, just its running average, so it doesn't even matter if you remove/change a value that wasn't added.

Ported from org.apache.mahout.cf.taste.impl.common.RunningAverage.java

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Abstract Value Members

  1. abstract def addDatum(datum: Double): Unit

    datum

    new item to add to the running average

    Exceptions thrown
    IllegalArgumentException

    if datum is { @link Double#NaN}

  2. abstract def changeDatum(delta: Double): Unit

    delta

    amount by which to change a datum in the running average

    Exceptions thrown
    IllegalArgumentException

    if delta is { @link Double#NaN}

    IllegalStateException

    if count is 0

  3. abstract def getAverage: Double

  4. abstract def getCount: Int

  5. abstract def inverse: RunningAverage

    returns

    a (possibly immutable) object whose average is the negative of this object's

  6. abstract def removeDatum(datum: Double): Unit

    datum

    item to remove to the running average

    Exceptions thrown
    IllegalArgumentException

    if datum is { @link Double#NaN}

    IllegalStateException

    if count is 0

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