magpie.attributes.selectors

Class UserSpecifiedExcludingAttributeSelector

java.lang.Object

magpie.attributes.selectors.BaseAttributeSelector

magpie.attributes.selectors.UserSpecifiedAttributeSelector

magpie.attributes.selectors.UserSpecifiedExcludingAttributeSelector

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, Commandable, Options, Printable

public class UserSpecifiedExcludingAttributeSelector
extends UserSpecifiedAttributeSelector

Exclude attributes with a certain name

Usage: <names...>
names: Names of attributes to select

See Also:

Serialized Form

Field Summary

Fields inherited from class magpie.attributes.selectors.UserSpecifiedAttributeSelector

SelectedAttributes

Fields inherited from class magpie.attributes.selectors.BaseAttributeSelector

trained

Constructor Summary

Constructors

Constructor and Description
UserSpecifiedExcludingAttributeSelector()

Method Summary

Modifier and Type	Method and Description
java.lang.String	printDescription(boolean htmlFormat) Print full name of object, and a simple description of the options.
void	selectAttributes(java.util.List<java.lang.String> Attributes) Define list of attributes that will be excluded before training a model.
protected java.util.List<java.lang.Integer>	train_protected(Dataset Data) Operation that actually does the work for training.

Methods inherited from class magpie.attributes.selectors.UserSpecifiedAttributeSelector

addAttributeSpecification, clearSpecifiedAttributes, clone, printUsage, setOptions

Methods inherited from class magpie.attributes.selectors.BaseAttributeSelector

about, applyAttributeSelection, getSelectionNames, getSelections, isTrained, printCommand, printSelections, run, runCommand, train

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

UserSpecifiedExcludingAttributeSelector

public UserSpecifiedExcludingAttributeSelector()

Method Detail

selectAttributes

public void selectAttributes(java.util.List<java.lang.String> Attributes)

Define list of attributes that will be excluded before training a model.

Overrides:

selectAttributes in class UserSpecifiedAttributeSelector

Parameters:

Attributes - List of attribute names

train_protected

protected java.util.List<java.lang.Integer> train_protected(Dataset Data)

Description copied from class: BaseAttributeSelector

Operation that actually does the work for training. Must generate a list of attribute IDs

Overrides:

train_protected in class UserSpecifiedAttributeSelector

Parameters:

Data - Dataset used to train selector

Returns:

List of indexes of selected attributes

printDescription

public java.lang.String printDescription(boolean htmlFormat)

Description copied from interface: Printable

Print full name of object, and a simple description of the options. This description should print enough information to reproduce how this object was created, but not necessarily enough to run it (e.g., coefficients for the model).

Example: For a model training a separate WekaRegression for intermetallics

magpie.models.regression.SplitRegression

Splitter: AllMetalsSplitter
All Metals: magpie.models.regression.WekaRegression trees.REPTree
Contains Nonmetal: magpie.regression.LASSORegreession -maxterms 2

Specified by:

printDescription in interface Printable

Overrides:

printDescription in class UserSpecifiedAttributeSelector

Parameters:

htmlFormat - Whether format for output to an HTML page (e.g., <div> to create indentation) or for printing to screen.

Returns:

String describing the model

See Also:

#printModel()