gov.sandia.cognition.learning.algorithm.perceptron

Class OnlineShiftingPerceptron.LinearResult

java.lang.Object

gov.sandia.cognition.util.AbstractCloneableSerializable

gov.sandia.cognition.learning.function.categorization.AbstractBinaryCategorizer<InputType>

gov.sandia.cognition.learning.function.categorization.AbstractDiscriminantBinaryCategorizer<Vectorizable>

gov.sandia.cognition.learning.function.categorization.LinearBinaryCategorizer

gov.sandia.cognition.learning.algorithm.perceptron.OnlineShiftingPerceptron.LinearResult

All Implemented Interfaces:

Evaluator<Vectorizable,java.lang.Boolean>, BinaryCategorizer<Vectorizable>, Categorizer<Vectorizable,java.lang.Boolean>, DiscriminantBinaryCategorizer<Vectorizable>, DiscriminantCategorizer<Vectorizable,java.lang.Boolean,java.lang.Double>, ThresholdBinaryCategorizer<Vectorizable>, VectorInputEvaluator<Vectorizable,java.lang.Boolean>, CloneableSerializable, java.io.Serializable, java.lang.Cloneable

Enclosing class:

OnlineShiftingPerceptron

public static class OnlineShiftingPerceptron.LinearResult
extends LinearBinaryCategorizer

This is the result learned by the shifting perceptron.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected long	errorCount The number of errors made by the categorizer so far.

Fields inherited from class gov.sandia.cognition.learning.function.categorization.LinearBinaryCategorizer

bias, DEFAULT_BIAS, weights

Fields inherited from class gov.sandia.cognition.learning.function.categorization.AbstractBinaryCategorizer

BINARY_CATEGORIES

Constructor Summary

Constructors

Constructor and Description
LinearResult() Creates a new, empty LinearResult.

Method Summary

Modifier and Type	Method and Description
long	getErrorCount() Gets the error count.
void	setErrorCount(long errorCount) Sets the error count.

Methods inherited from class gov.sandia.cognition.learning.function.categorization.LinearBinaryCategorizer

clone, evaluateAsDouble, evaluateAsDouble, getBias, getInputDimensionality, getThreshold, getWeights, setBias, setThreshold, setWeights, toString

Methods inherited from class gov.sandia.cognition.learning.function.categorization.AbstractDiscriminantBinaryCategorizer

evaluate, evaluateWithDiscriminant

Methods inherited from class gov.sandia.cognition.learning.function.categorization.AbstractBinaryCategorizer

getCategories

Methods inherited from class java.lang.Object

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

Methods inherited from interface gov.sandia.cognition.learning.function.categorization.DiscriminantCategorizer

evaluateWithDiscriminant

Methods inherited from interface gov.sandia.cognition.learning.function.categorization.Categorizer

getCategories

Methods inherited from interface gov.sandia.cognition.evaluator.Evaluator

evaluate

Field Detail

errorCount

protected long errorCount

The number of errors made by the categorizer so far.

Constructor Detail

LinearResult

public LinearResult()

Creates a new, empty LinearResult.

Method Detail

getErrorCount

public long getErrorCount()

Gets the error count.

Returns:

The error count.

setErrorCount

public void setErrorCount(long errorCount)

Sets the error count.

Parameters:

errorCount - The error count.