Class MultiBatch
- java.lang.Object
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- adams.core.logging.LoggingObject
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- adams.core.logging.CustomLoggingLevelObject
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- adams.core.option.AbstractOptionHandler
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- adams.ml.preprocessing.AbstractFilter
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- adams.ml.preprocessing.AbstractBatchFilter
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- adams.ml.preprocessing.unsupervised.MultiBatch
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- All Implemented Interfaces:
Destroyable
,GlobalInfoSupporter
,LoggingLevelHandler
,LoggingSupporter
,OptionHandler
,SizeOfHandler
,CapabilitiesHandler
,BatchFilter
,Filter
,Serializable
public class MultiBatch extends AbstractBatchFilter
Applies the specified filters sequentially.
-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel) The logging level for outputting errors and debugging output. default: WARNING
-filter <adams.ml.preprocessing.StreamFilter> [-filter ...] (property: filters) The filters to apply sequentially. default: adams.ml.preprocessing.unsupervised.PassThrough
- Author:
- FracPete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description protected StreamFilter[]
m_Filters
the filters to apply.-
Fields inherited from class adams.ml.preprocessing.AbstractFilter
m_Initialized, m_OutputFormat
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Fields inherited from class adams.core.option.AbstractOptionHandler
m_OptionManager
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Fields inherited from class adams.core.logging.LoggingObject
m_Logger, m_LoggingIsEnabled, m_LoggingLevel
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Constructor Summary
Constructors Constructor Description MultiBatch()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
defineOptions()
Adds options to the internal list of options.protected Dataset
doFilter(Dataset data)
Filters the dataset coming through.protected void
doInitFilter(Dataset data)
Filter-specific initialization.String
filtersTipText()
Returns the tip text for this property.Capabilities
getCapabilities()
Returns the capabilities.StreamFilter[]
getFilters()
Returns the filters to apply.String
globalInfo()
Returns a string describing the object.protected Dataset
initOutputFormat(Dataset data)
Initializes the output format.void
setFilters(StreamFilter[] value)
Sets the filters to apply.-
Methods inherited from class adams.ml.preprocessing.AbstractBatchFilter
filter, initFilter, postInitFilter, preInitFilter
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Methods inherited from class adams.ml.preprocessing.AbstractFilter
appendData, appendHeader, getOutputFormat, isInitialized, reset
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Methods inherited from class adams.core.option.AbstractOptionHandler
cleanUpOptions, destroy, finishInit, getDefaultLoggingLevel, getOptionManager, initialize, loggingLevelTipText, newOptionManager, setLoggingLevel, toCommandLine, toString
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Methods inherited from class adams.core.logging.LoggingObject
configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface adams.ml.preprocessing.Filter
getOutputFormat, isInitialized
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Methods inherited from interface adams.core.logging.LoggingLevelHandler
getLoggingLevel
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Field Detail
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m_Filters
protected StreamFilter[] m_Filters
the filters to apply.
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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing the object.- Specified by:
globalInfo
in interfaceGlobalInfoSupporter
- Specified by:
globalInfo
in classAbstractOptionHandler
- Returns:
- a description suitable for displaying in the gui
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defineOptions
public void defineOptions()
Adds options to the internal list of options.- Specified by:
defineOptions
in interfaceOptionHandler
- Overrides:
defineOptions
in classAbstractOptionHandler
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setFilters
public void setFilters(StreamFilter[] value)
Sets the filters to apply.- Parameters:
value
- the filters
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getFilters
public StreamFilter[] getFilters()
Returns the filters to apply.- Returns:
- the filters
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filtersTipText
public String filtersTipText()
Returns the tip text for this property.- Returns:
- tip text for this property suitable for displaying in the GUI or for listing the options.
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getCapabilities
public Capabilities getCapabilities()
Returns the capabilities.- Returns:
- the capabilities
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doInitFilter
protected void doInitFilter(Dataset data) throws Exception
Filter-specific initialization.- Specified by:
doInitFilter
in classAbstractBatchFilter
- Parameters:
data
- the data to initialize with- Throws:
Exception
- if initialization fails
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initOutputFormat
protected Dataset initOutputFormat(Dataset data) throws Exception
Initializes the output format.- Specified by:
initOutputFormat
in classAbstractBatchFilter
- Parameters:
data
- the output format- Throws:
Exception
- if initialization fails
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