Record Class SMOTETomek.Options

java.lang.Object

java.lang.Record

smile.classification.resampling.SMOTETomek.Options

Record Components:

smoteOptions - the SMOTE over-sampling options.

tomekOptions - the TomekLinks cleaning options.

Enclosing class:

SMOTETomek

public static record SMOTETomek.Options(SMOTE.Options smoteOptions, TomekLinks.Options tomekOptions)
extends Record

SMOTETomek hyperparameters.

Constructor Summary

Constructors

Constructor	Description
Options()	Default constructor: default SMOTE.Options and TomekLinks.Options.
Options(SMOTE.Options smoteOptions, TomekLinks.Options tomekOptions)	Compact constructor with null-checks.

Method Summary

Modifier and Type	Method	Description
final boolean	equals(Object o)	Indicates whether some other object is "equal to" this one.
final int	hashCode()	Returns a hash code value for this object.
static SMOTETomek.Options	of(Properties props)	Returns the options from a merged properties set.
SMOTE.Options	smoteOptions()	Returns the value of the smoteOptions record component.
TomekLinks.Options	tomekOptions()	Returns the value of the tomekOptions record component.
Properties	toProperties()	Returns the persistent set of hyperparameters by merging the property sets of both SMOTE.Options and TomekLinks.Options.
final String	toString()	Returns a string representation of this record class.

Methods inherited from class Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Details

Options

public Options()

Default constructor: default SMOTE.Options and TomekLinks.Options.

Options

public Options(SMOTE.Options smoteOptions,
 TomekLinks.Options tomekOptions)

Compact constructor with null-checks.

Method Details

toProperties

public Properties toProperties()

Returns the persistent set of hyperparameters by merging the property sets of both SMOTE.Options and TomekLinks.Options.

Returns:

the merged persistent set.

of

public static SMOTETomek.Options of(Properties props)

Returns the options from a merged properties set.

Parameters:

props - the hyperparameters.

Returns:

the options.

toString

public final String toString()

Returns a string representation of this record class. The representation contains the name of the class, followed by the name and value of each of the record components.

Specified by:

toString in class Record

Returns:

a string representation of this object

hashCode

public final int hashCode()

Returns a hash code value for this object. The value is derived from the hash code of each of the record components.

Specified by:

hashCode in class Record

Returns:

a hash code value for this object

equals

public final boolean equals(Object o)

Indicates whether some other object is "equal to" this one. The objects are equal if the other object is of the same class and if all the record components are equal. All components in this record class are compared with Objects::equals(Object,Object).

Specified by:

equals in class Record

Parameters:

o - the object with which to compare

Returns:

true if this object is the same as the o argument; false otherwise.

smoteOptions

public SMOTE.Options smoteOptions()

Returns the value of the smoteOptions record component.

Returns:

the value of the smoteOptions record component

tomekOptions

public TomekLinks.Options tomekOptions()

Returns the value of the tomekOptions record component.

Returns:

the value of the tomekOptions record component