com.indeed.vw.wrapper.api.parameters

Interface SGDVowpalWabbitBuilder

All Superinterfaces:

DebuggingOptions, FeatureEngineeringFunctions, FeatureSelectionOptions, LinkAndLossOptions, MiscOptions, OptionsToSaveAndLoadModel, OptionToExchangeRAMForQuality, PredictionBoundaryOptions, RegularizationOptions, UpdatesOptions

All Known Implementing Classes:

VowpalWabbit.Builder

public interface SGDVowpalWabbitBuilder
extends UpdatesOptions, RegularizationOptions, PredictionBoundaryOptions, LinkAndLossOptions, FeatureEngineeringFunctions, OptionsToSaveAndLoadModel, DebuggingOptions, FeatureSelectionOptions, OptionToExchangeRAMForQuality, MiscOptions

This interface specify small subset of available options with some additional documentation.

In 90% [1] of cases you will need only these options.

Though I highly recommend to follow https://github.com/JohnLangford/vowpal_wabbit/wiki/Command-line-arguments and read some tutorials.

Method Summary

Modifier and Type	Method and Description
com.indeed.vw.wrapper.learner.VWFloatLearner	buildFloatLearner() Build learner

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.UpdatesOptions

adaptive, invariant, learningRate, normalized, sgd

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.RegularizationOptions

l1, l2

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.PredictionBoundaryOptions

maxPrediction, minPrediction

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.LinkAndLossOptions

link, lossFunction, quantileTau

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.FeatureEngineeringFunctions

constant, cubic, lrqfa, ngram, noconstant, quadratic, skips

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.OptionsToSaveAndLoadModel

finalRegressor, initialRegressor

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.DebuggingOptions

readableModel, verbose

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.FeatureSelectionOptions

featureMask, ftrl

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.OptionToExchangeRAMForQuality

bitPrecision

Methods inherited from interface com.indeed.vw.wrapper.api.parameters.MiscOptions

randomSeed, testonly

Method Detail

buildFloatLearner

com.indeed.vw.wrapper.learner.VWFloatLearner buildFloatLearner()

Build learner

Returns:

VWFloatLearner instance