org.tribuo.classification.sgd.crf

Class SeqTest.CRFOptions

java.lang.Object

org.tribuo.classification.sgd.crf.SeqTest.CRFOptions

All Implemented Interfaces:

com.oracle.labs.mlrg.olcut.config.Options

Enclosing class:

SeqTest

public static class SeqTest.CRFOptions
extends Object
implements com.oracle.labs.mlrg.olcut.config.Options

Command line options.

Field Summary

Fields

Modifier and Type	Field and Description
String	datasetName
int	epochs
GradientOptimiserOptions	gradientOptions
int	loggingInterval
boolean	logModel
HashingOptions.ModelHashingType	modelHashingAlgorithm
String	modelHashingSalt
Path	outputPath
long	seed
boolean	shuffle
Path	testDataset
Path	trainDataset

Fields inherited from interface com.oracle.labs.mlrg.olcut.config.Options

header

Constructor Summary

Constructors

Constructor and Description
CRFOptions()

Method Summary

Modifier and Type	Method and Description
String	getOptionsDescription()

Methods inherited from class java.lang.Object

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

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Options

formatUsage, generateTypeDescription, getAllOptions, getEnumConstantString, getOptionFields, getOptions, getOptionUsage, getOptionUsage, getOptionUsage, getUsage

Field Detail

gradientOptions

public GradientOptimiserOptions gradientOptions

datasetName

@Option(charName=100,
        longName="dataset-name",
        usage="Name of the example dataset, options are {gorilla}.")
public String datasetName

outputPath

@Option(charName=102,
        longName="output-path",
        usage="Path to serialize model to.")
public Path outputPath

epochs

@Option(charName=105,
        longName="epochs",
        usage="Number of SGD epochs.")
public int epochs

logModel

@Option(charName=111,
        longName="print-model",
        usage="Print out feature, label and other model details.")
public boolean logModel

loggingInterval

@Option(charName=112,
        longName="logging-interval",
        usage="Log the objective after <int> examples.")
public int loggingInterval

seed

@Option(charName=114,
        longName="seed",
        usage="RNG seed.")
public long seed

shuffle

@Option(longName="shuffle",
        usage="Shuffle the data each epoch (default: true).")
public boolean shuffle

trainDataset

@Option(charName=117,
        longName="train-dataset",
        usage="Path to a serialised SequenceDataset used for training.")
public Path trainDataset

testDataset

@Option(charName=118,
        longName="test-dataset",
        usage="Path to a serialised SequenceDataset used for testing.")
public Path testDataset

modelHashingAlgorithm

@Option(longName="model-hashing-algorithm",
        usage="Hash the model during training. Defaults to no hashing.")
public HashingOptions.ModelHashingType modelHashingAlgorithm

modelHashingSalt

@Option(longName="model-hashing-salt",
        usage="Salt for hashing the model.")
public String modelHashingSalt

Constructor Detail

CRFOptions

public CRFOptions()

Method Detail

getOptionsDescription

public String getOptionsDescription()

Specified by:

getOptionsDescription in interface com.oracle.labs.mlrg.olcut.config.Options