Package adams.data.heatmapfeatures
Class MultiFeatureGenerator
- 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.data.heatmapfeatures.AbstractHeatmapFeatureGenerator
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- adams.data.heatmapfeatures.MultiFeatureGenerator
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- All Implemented Interfaces:
adams.core.CleanUpHandler,adams.core.Destroyable,adams.core.GlobalInfoSupporter,adams.core.logging.LoggingLevelHandler,adams.core.logging.LoggingSupporter,adams.core.option.OptionHandler,adams.core.QuickInfoSupporter,adams.core.ShallowCopySupporter<AbstractHeatmapFeatureGenerator>,adams.core.SizeOfHandler,Serializable,Comparable
public class MultiFeatureGenerator extends AbstractHeatmapFeatureGenerator
Applies multiple generators to the same heatmap and merges the generate a feature vectors side-by-side. If one of the generators should create fewer a feature vectors, missing values are used in that case.
-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel) The logging level for outputting errors and debugging output. default: WARNING
-converter <adams.data.featureconverter.AbstractFeatureConverter> (property: converter) The feature converter to use to produce the output data. default: adams.data.featureconverter.SpreadSheet -data-row-type adams.data.spreadsheet.DenseDataRow -spreadsheet-type adams.data.spreadsheet.SpreadSheet
-field <adams.data.report.Field> [-field ...] (property: fields) The fields to add to the output. default:
-notes <adams.core.base.BaseString> [-notes ...] (property: notes) The notes to add as attributes to the generated data, eg 'PROCESS INFORMATION' . default:
-sub-generator <adams.data.heatmapfeatures.AbstractHeatmapFeatureGenerator> [-sub-generator ...] (property: subGenerators) The feature generators to apply to the image. default:
-prefix <java.lang.String> (property: prefix) The prefix to use for disambiguating the attribute names of the datasets generated by the generators; use '#' for the 1-based index of the feature generator; example '#-' default:
- Version:
- $Revision$
- 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 Stringm_Prefixthe prefix to use to disambiguate the attributes.protected AbstractHeatmapFeatureGenerator[]m_SubGeneratorsthe generators to use.protected adams.data.featureconverter.HeaderDefinition[]m_SubHeadersthe sub-headers.-
Fields inherited from class adams.data.heatmapfeatures.AbstractHeatmapFeatureGenerator
m_Converter, m_Fields, m_Notes
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Constructor Summary
Constructors Constructor Description MultiFeatureGenerator()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description adams.data.featureconverter.HeaderDefinitioncreateHeader(Heatmap map)Creates the header from a template image.protected StringcreatePrefix(int index)Generates the prefix for the specified flattener.voiddefineOptions()Adds options to the internal list of options.List<Object>[]generateRows(Heatmap map)Performs the actual feature generation.StringgetPrefix()Returns the prefix to use for disambiguating the attributes.AbstractHeatmapFeatureGenerator[]getSubGenerators()Returns the generators to use.StringglobalInfo()Returns a string describing the object.StringprefixTipText()Returns the tip text for this property.voidsetPrefix(String value)Sets the prefix to user for disambiguating the attributes.voidsetSubGenerators(AbstractHeatmapFeatureGenerator[] value)Sets the generators to use.StringsubGeneratorsTipText()Returns the tip text for this property.-
Methods inherited from class adams.data.heatmapfeatures.AbstractHeatmapFeatureGenerator
checkData, cleanUp, compareTo, converterTipText, destroy, equals, fieldsTipText, generate, getConverter, getDatasetFormat, getFields, getNotes, getQuickInfo, getRowFormat, notesTipText, postProcessHeader, postProcessRow, postProcessRows, reset, setConverter, setFields, setNotes, shallowCopy, shallowCopy
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Methods inherited from class adams.core.option.AbstractOptionHandler
cleanUpOptions, 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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Field Detail
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m_SubGenerators
protected AbstractHeatmapFeatureGenerator[] m_SubGenerators
the generators to use.
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m_Prefix
protected String m_Prefix
the prefix to use to disambiguate the attributes.
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m_SubHeaders
protected adams.data.featureconverter.HeaderDefinition[] m_SubHeaders
the sub-headers.
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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing the object.- Specified by:
globalInfoin interfaceadams.core.GlobalInfoSupporter- Specified by:
globalInfoin classadams.core.option.AbstractOptionHandler- 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:
defineOptionsin interfaceadams.core.option.OptionHandler- Overrides:
defineOptionsin classAbstractHeatmapFeatureGenerator
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setSubGenerators
public void setSubGenerators(AbstractHeatmapFeatureGenerator[] value)
Sets the generators to use.- Parameters:
value- the generators
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getSubGenerators
public AbstractHeatmapFeatureGenerator[] getSubGenerators()
Returns the generators to use.- Returns:
- the generators
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subGeneratorsTipText
public String subGeneratorsTipText()
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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setPrefix
public void setPrefix(String value)
Sets the prefix to user for disambiguating the attributes.- Parameters:
value- the prefix
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getPrefix
public String getPrefix()
Returns the prefix to use for disambiguating the attributes.- Returns:
- the prefix
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prefixTipText
public String prefixTipText()
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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createPrefix
protected String createPrefix(int index)
Generates the prefix for the specified flattener.- Parameters:
index- the index of the flattener- Returns:
- the prefix
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createHeader
public adams.data.featureconverter.HeaderDefinition createHeader(Heatmap map)
Creates the header from a template image.- Specified by:
createHeaderin classAbstractHeatmapFeatureGenerator- Parameters:
map- the image to act as a template- Returns:
- the generated header
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generateRows
public List<Object>[] generateRows(Heatmap map)
Performs the actual feature generation.- Specified by:
generateRowsin classAbstractHeatmapFeatureGenerator- Parameters:
map- the image to process- Returns:
- the generated features
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