org.apache.mahout.classifier.sgd

Class AdaptiveLogisticModelParameters

java.lang.Object

org.apache.mahout.classifier.sgd.LogisticModelParameters

org.apache.mahout.classifier.sgd.AdaptiveLogisticModelParameters

All Implemented Interfaces:

org.apache.hadoop.io.Writable

public class AdaptiveLogisticModelParameters
extends LogisticModelParameters

Constructor Summary

Constructors

Constructor and Description
AdaptiveLogisticModelParameters()

Method Summary

Methods

Modifier and Type	Method and Description
void	checkParameters()
AdaptiveLogisticRegression	createAdaptiveLogisticRegression()
String	getAuc()
int	getAverageWindow()
int	getInterval()
String	getPrior()
double	getPriorOption()
int	getThreads()
static AdaptiveLogisticModelParameters	loadFromFile(File in)
void	readFields(DataInput in)
void	saveTo(OutputStream out) Saves a model to an output stream.
void	setAuc(String auc)
void	setAverageWindow(int averageWindow)
void	setInterval(int interval)
void	setPrior(String prior)
void	setPriorOption(double priorOption)
void	setThreads(int threads)
void	write(DataOutput out)

Methods inherited from class org.apache.mahout.classifier.sgd.LogisticModelParameters

createRegression, getCsvRecordFactory, getLambda, getLearningRate, getMaxTargetCategories, getNumFeatures, getTargetCategories, getTargetVariable, getTypeMap, loadFrom, loadFrom, setLambda, setLearningRate, setMaxTargetCategories, setNumFeatures, setTargetCategories, setTargetVariable, setTypeMap, setTypeMap, setUseBias, useBias

Methods inherited from class java.lang.Object

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

Constructor Detail

AdaptiveLogisticModelParameters

public AdaptiveLogisticModelParameters()

Method Detail

createAdaptiveLogisticRegression

public AdaptiveLogisticRegression createAdaptiveLogisticRegression()

checkParameters

public void checkParameters()

saveTo

public void saveTo(OutputStream out)
            throws IOException

Description copied from class: LogisticModelParameters

Saves a model to an output stream.

Overrides:

saveTo in class LogisticModelParameters

Throws:

IOException

write

public void write(DataOutput out)
           throws IOException

Specified by:

write in interface org.apache.hadoop.io.Writable

Overrides:

write in class LogisticModelParameters

Throws:

IOException

readFields

public void readFields(DataInput in)
                throws IOException

Specified by:

readFields in interface org.apache.hadoop.io.Writable

Overrides:

readFields in class LogisticModelParameters

Throws:

IOException

loadFromFile

public static AdaptiveLogisticModelParameters loadFromFile(File in)
                                                    throws IOException

Throws:

IOException

getInterval

public int getInterval()

setInterval

public void setInterval(int interval)

getAverageWindow

public int getAverageWindow()

setAverageWindow

public void setAverageWindow(int averageWindow)

getThreads

public int getThreads()

setThreads

public void setThreads(int threads)

getPrior

public String getPrior()

setPrior

public void setPrior(String prior)

getAuc

public String getAuc()

setAuc

public void setAuc(String auc)

getPriorOption

public double getPriorOption()

setPriorOption

public void setPriorOption(double priorOption)