magpie.models.regression

Class MultiPropertyRegression

java.lang.Object

magpie.models.BaseModel

magpie.models.regression.BaseRegression

magpie.models.regression.MultiObjectiveRegression

magpie.models.regression.MultiPropertyRegression

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, AbstractRegressionModel, Citable, Commandable, Options, Printable, Savable

public class MultiPropertyRegression
extends MultiObjectiveRegression

Extension of MultiObjectiveEntryRanker where one does not care about the class variable.

Usage: <properties...>
properties: Properties to be modeled

See Also:

Serialized Form

Field Summary

Fields inherited from class magpie.models.regression.MultiObjectiveRegression

GenericModel, Models, ObjFunction

Fields inherited from class magpie.models.BaseModel

AttributeSelector, trained, TrainingStats, validated, ValidationStats

Constructor Summary

Constructors

Constructor and Description
MultiPropertyRegression()

Method Summary

Modifier and Type	Method and Description
java.lang.String	printUsage() Print out required format for options.
void	setOptions(java.util.List<java.lang.Object> Options) Set any options for this object.

Methods inherited from class magpie.models.regression.MultiObjectiveRegression

clone, getModel, getNFittingParameters, getPropertiesBeingModeled, modelIsDefined, modelIsTrained, modelIsValidated, printModel_protected, printModelDescriptionDetails, run_protected, runCommand, runSubmodelCommand, setGenericModel, setModel, setObjectiveFunction, train_protected

Methods inherited from class magpie.models.regression.BaseRegression

doRobustRegression, getRobustRegressionQ, robustTraining, setRobustRegressionQ

Methods inherited from class magpie.models.BaseModel

about, crossValidate, crossValidate, crossValidate, done, externallyValidate, getAttributeSelector, getCitations, getFilter, getTrainTime, getValidationMethod, handleSetCommand, isTrained, isValidated, loadState, printCommand, printDescription, printModel, resetModel, run, saveCommand, saveState, setAttributeSelector, setComponent, setFilter, train, train

Methods inherited from class java.lang.Object

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

Constructor Detail

MultiPropertyRegression

public MultiPropertyRegression()

Method Detail

setOptions

public void setOptions(java.util.List<java.lang.Object> Options)
                throws java.lang.Exception

Description copied from interface: Options

Set any options for this object. If parsing the options fails, return an Exception with the usage as its message.

Specified by:

setOptions in interface Options

Overrides:

setOptions in class MultiObjectiveRegression

Parameters:

Options - Array of options as Objects - can be null

Throws:

java.lang.Exception - if problem with inputs

printUsage

public java.lang.String printUsage()

Description copied from interface: Options

Print out required format for options. For consistency, should start with "Usage: ".

Specified by:

printUsage in interface Options

Overrides:

printUsage in class MultiObjectiveRegression

Returns:

Usage for this function