magpie.data.utilities.modifiers

Class NaNToMeanModifier

java.lang.Object

magpie.data.utilities.modifiers.BaseDatasetModifier

magpie.data.utilities.modifiers.NaNToMeanModifier

All Implemented Interfaces:

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

public class NaNToMeanModifier
extends BaseDatasetModifier

Replace any attributes that are NaN or infinite with the mean value for that attribute.

Usage: *No options*

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
NaNToMeanModifier()

Method Summary

Modifier and Type	Method and Description
protected void	modifyDataset(Dataset Data) Apply changes to the Dataset.
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.data.utilities.modifiers.BaseDatasetModifier

transform

Methods inherited from class java.lang.Object

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

Constructor Detail

NaNToMeanModifier

public NaNToMeanModifier()

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.

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: ".

Returns:

Usage for this function

modifyDataset

protected void modifyDataset(Dataset Data)

Description copied from class: BaseDatasetModifier

Apply changes to the Dataset. Should modify both each entries and the dataset as a whole.

Specified by:

modifyDataset in class BaseDatasetModifier

Parameters:

Data - Dataset to be modified