Package adams.flow.transformer

Enum WekaInstancesInfo.InfoType

java.lang.Object

java.lang.Enum<WekaInstancesInfo.InfoType>

adams.flow.transformer.WekaInstancesInfo.InfoType

All Implemented Interfaces:

Serializable, Comparable<WekaInstancesInfo.InfoType>

Enclosing class:

WekaInstancesInfo

public static enum WekaInstancesInfo.InfoType
extends Enum<WekaInstancesInfo.InfoType>

The type of information to generate.

Version:

$Revision$

Author:

fracpete (fracpete at waikato dot ac dot nz)

Enum Constant Summary

Enum Constants

Enum Constant	Description
ATTRIBUTE_NAME	the name of the attribute (at specified index).
ATTRIBUTE_NAMES	the names of all attributes.
ATTRIBUTE_TYPE	the attribute type (selected attribute).
CLASS_ATTRIBUTE_NAME	the name of the class attribute.
CLASS_LABEL_COUNT	the number of instances with the specified class label (only nominal).
CLASS_LABEL_COUNTS	the counts per class label (only nominal).
CLASS_LABEL_DISTRIBUTION	the distribution (percentages, 0-1) per class label (only nominal).
CLASS_LABELS	the class labels (only nominal class attribute).
CLASS_TYPE	the class attribute type.
FULL	full stats.
FULL_ATTRIBUTE	full attribute stats (nominal/numeric).
FULL_CLASS	full class attribute stats (nominal/numeric).
HEADER	the header (as string).
LABEL_COUNT	the number of instances with the specified class label (selected attribute, only nominal).
LABEL_COUNTS	the counts per label (selected attribute, only nominal).
LABEL_DISTRIBUTION	the distribution (percentages, 0-1) per label (selected attribute, only nominal).
LABELS	the labels (selected attribute, only nominal).
MAX	the maximum value (selected attribute, only numeric).
MEAN	the mean (selected attribute, only numeric).
MIN	the minimum value (selected attribute, only numeric).
NUM_ATTRIBUTES	the number of attributes.
NUM_CLASS_LABELS	the number of class labels.
NUM_DISTINCT_VALUES	the number of distinct values (selected attribute).
NUM_INSTANCES	the number of instances.
NUM_LABELS	the number of labels (selected attribute, only nominal).
NUM_MISSING_VALUES	the number of missing values (selected attribute, only nominal).
NUM_UNIQUE_VALUES	the number of unique values (selected attribute).
RELATION_NAME	the name of the dataset.
STDEV	the stdev (selected attribute, only numeric).

Method Summary

Modifier and Type	Method	Description
static WekaInstancesInfo.InfoType	valueOf(String name)	Returns the enum constant of this type with the specified name.
static WekaInstancesInfo.InfoType[]	values()	Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

FULL

public static final WekaInstancesInfo.InfoType FULL

full stats.

FULL_ATTRIBUTE

public static final WekaInstancesInfo.InfoType FULL_ATTRIBUTE

full attribute stats (nominal/numeric).

FULL_CLASS

public static final WekaInstancesInfo.InfoType FULL_CLASS

full class attribute stats (nominal/numeric).

HEADER

public static final WekaInstancesInfo.InfoType HEADER

the header (as string).

RELATION_NAME

public static final WekaInstancesInfo.InfoType RELATION_NAME

the name of the dataset.

NUM_ATTRIBUTES

public static final WekaInstancesInfo.InfoType NUM_ATTRIBUTES

the number of attributes.

NUM_INSTANCES

public static final WekaInstancesInfo.InfoType NUM_INSTANCES

the number of instances.

NUM_CLASS_LABELS

public static final WekaInstancesInfo.InfoType NUM_CLASS_LABELS

the number of class labels.

ATTRIBUTE_NAME

public static final WekaInstancesInfo.InfoType ATTRIBUTE_NAME

the name of the attribute (at specified index).

ATTRIBUTE_NAMES

public static final WekaInstancesInfo.InfoType ATTRIBUTE_NAMES

the names of all attributes.

CLASS_ATTRIBUTE_NAME

public static final WekaInstancesInfo.InfoType CLASS_ATTRIBUTE_NAME

the name of the class attribute.

LABELS

public static final WekaInstancesInfo.InfoType LABELS

the labels (selected attribute, only nominal).

CLASS_LABELS

public static final WekaInstancesInfo.InfoType CLASS_LABELS

the class labels (only nominal class attribute).

NUM_LABELS

public static final WekaInstancesInfo.InfoType NUM_LABELS

the number of labels (selected attribute, only nominal).

NUM_MISSING_VALUES

public static final WekaInstancesInfo.InfoType NUM_MISSING_VALUES

the number of missing values (selected attribute, only nominal).

NUM_DISTINCT_VALUES

public static final WekaInstancesInfo.InfoType NUM_DISTINCT_VALUES

the number of distinct values (selected attribute).

NUM_UNIQUE_VALUES

public static final WekaInstancesInfo.InfoType NUM_UNIQUE_VALUES

the number of unique values (selected attribute).

LABEL_COUNT

public static final WekaInstancesInfo.InfoType LABEL_COUNT

the number of instances with the specified class label (selected attribute, only nominal).

CLASS_LABEL_COUNT

public static final WekaInstancesInfo.InfoType CLASS_LABEL_COUNT

the number of instances with the specified class label (only nominal).

LABEL_COUNTS

public static final WekaInstancesInfo.InfoType LABEL_COUNTS

the counts per label (selected attribute, only nominal).

CLASS_LABEL_COUNTS

public static final WekaInstancesInfo.InfoType CLASS_LABEL_COUNTS

the counts per class label (only nominal).

LABEL_DISTRIBUTION

public static final WekaInstancesInfo.InfoType LABEL_DISTRIBUTION

the distribution (percentages, 0-1) per label (selected attribute, only nominal).

CLASS_LABEL_DISTRIBUTION

public static final WekaInstancesInfo.InfoType CLASS_LABEL_DISTRIBUTION

the distribution (percentages, 0-1) per class label (only nominal).

MIN

public static final WekaInstancesInfo.InfoType MIN

the minimum value (selected attribute, only numeric).

MAX

public static final WekaInstancesInfo.InfoType MAX

the maximum value (selected attribute, only numeric).

MEAN

public static final WekaInstancesInfo.InfoType MEAN

the mean (selected attribute, only numeric).

STDEV

public static final WekaInstancesInfo.InfoType STDEV

the stdev (selected attribute, only numeric).

ATTRIBUTE_TYPE

public static final WekaInstancesInfo.InfoType ATTRIBUTE_TYPE

the attribute type (selected attribute).

CLASS_TYPE

public static final WekaInstancesInfo.InfoType CLASS_TYPE

the class attribute type.

Method Detail

values

public static WekaInstancesInfo.InfoType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (WekaInstancesInfo.InfoType c : WekaInstancesInfo.InfoType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static WekaInstancesInfo.InfoType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null