Sequence

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.associations.gsp
Class Sequence

    java.lang.Object
      weka.associations.gsp.Sequence

All Implemented Interfaces:
  java.io.Serializable, java.lang.Cloneable, RevisionHandler

    public class Sequence

extends java.lang.Object
implements java.lang.Cloneable, java.io.Serializable, RevisionHandler

Class representing a sequence of elements/itemsets.

Version:
  $Revision: 1.2 $
Author:
  Sebastian Beer
See Also:
  Serialized Form

Constructor Summary
`Sequence()` Constructor.
`Sequence(FastVector elements)` Constructor accepting a set of elements as parameter.
`Sequence(int supportCount)` Constructor accepting an int value as parameter to set the support count.

Method Summary
`static FastVector` | `aprioriGen(FastVector kMinusOneSequences)` Generates all possible candidate k-Sequences and prunes the ones that contain an infrequent (k-1)-Sequence.
`Sequence` | `clone()` Returns a deep clone of a Sequence.
`static FastVector` | `deleteInfrequentSequences(FastVector sequences, long minSupportCount)` Deletes Sequences of a given set which don't meet the minimum support count threshold.
`boolean` | `equals(java.lang.Object obj)` Checks if two Sequences are equal.
`java.lang.String` | `getRevision()` Returns the revision string.
`static FastVector` | `oneElementsToSequences(FastVector elements)` Converts a set of 1-Elements into a set of 1-Sequences.
`static void` | `printSetOfSequences(FastVector setOfSequences)` Prints a set of Sequences as String output.
`static java.lang.String` | `setOfSequencesToString(FastVector setOfSequences, Instances dataSet, FastVector filterAttributes)` Returns a String representation of a set of Sequences where the numeric value of each event/item is represented by its respective nominal value.
`java.lang.String` | `toNominalString(Instances dataSet)` Returns a String representation of a Sequences where the numeric value of each event/item is represented by its respective nominal value.
`java.lang.String` | `toString()` Returns a String representation of a Sequence.
`static void` | `updateSupportCount(FastVector candidates, FastVector dataSequences)` Updates the support count of a set of Sequence candidates according to a given set of data sequences.

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

Constructor Detail

### Sequence

    public Sequence()

  Constructor.

### Sequence

    public Sequence(FastVector elements)

  Constructor accepting a set of elements as parameter.

  Parameters:
    `elements` - the Elements of the Sequence

### Sequence

    public Sequence(int supportCount)

  Constructor accepting an int value as parameter to set the support count.

  Parameters:
    `supportCount` - the support count to set

Method Detail

### aprioriGen

    public static FastVector aprioriGen(FastVector kMinusOneSequences)
                                 throws java.lang.CloneNotSupportedException

  Generates all possible candidate k-Sequences and prunes the ones that contain an infrequent (k-1)-Sequence.

  Parameters:
    `kMinusOneSequences` - the set of (k-1)-Sequences, used for verification
  Returns:
    the generated set of k-candidates
  Throws:
    `java.lang.CloneNotSupportedException`

### deleteInfrequentSequences

    public static FastVector deleteInfrequentSequences(FastVector sequences,
                                                       long minSupportCount)

  Deletes Sequences of a given set which don't meet the minimum support count threshold.

  Parameters:
    `sequences` - the set Sequences to be checked
    `minSupportCount` - the minimum support count
  Returns:
    the set of Sequences after deleting

### oneElementsToSequences

    public static FastVector oneElementsToSequences(FastVector elements)

  Converts a set of 1-Elements into a set of 1-Sequences.

  Parameters:
    `elements` - the set of 1-Elements
  Returns:
    the set of 1-Sequences

### printSetOfSequences

    public static void printSetOfSequences(FastVector setOfSequences)

  Prints a set of Sequences as String output.

  Parameters:
    `setOfSequences` - the set of sequences

### setOfSequencesToString

    public static java.lang.String setOfSequencesToString(FastVector setOfSequences,
                                                          Instances dataSet,
                                                          FastVector filterAttributes)

  Returns a String representation of a set of Sequences where the numeric value of each event/item is represented by its respective nominal value.

  Parameters:
    `setOfSequences` - the set of Sequences
    `dataSet` - the corresponding data set containing the header information
    `filterAttributes` - the attributes to filter out
  Returns:
    the String representation

### updateSupportCount

    public static void updateSupportCount(FastVector candidates,
                                          FastVector dataSequences)

  Updates the support count of a set of Sequence candidates according to a given set of data sequences.

  Parameters:
    `candidates` - the set of candidates
    `dataSequences` - the set of data sequences

### clone

    public Sequence clone()

  Returns a deep clone of a Sequence.

  Overrides:
    `clone` in class `java.lang.Object`
  Returns:
    the cloned Sequence

### equals

    public boolean equals(java.lang.Object obj)

  Checks if two Sequences are equal.

  Overrides:
    `equals` in class `java.lang.Object`
  Returns:
    true, if the two Sequences are equal, else false

### toNominalString

    public java.lang.String toNominalString(Instances dataSet)

  Returns a String representation of a Sequences where the numeric value of each event/item is represented by its respective nominal value.

  Parameters:
    `dataSet` - the corresponding data set containing the header information
  Returns:
    the String representation

### toString

    public java.lang.String toString()

  Returns a String representation of a Sequence.

  Overrides:
    `toString` in class `java.lang.Object`
  Returns:
    the String representation

### 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