com.github.chen0040.data.evaluators

Class ClassifierEvaluator

java.lang.Object

com.github.chen0040.data.evaluators.ClassifierEvaluator

All Implemented Interfaces:

Serializable

public class ClassifierEvaluator
extends Object
implements Serializable

Created by xschen on 11/16/16.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ClassifierEvaluator()

Method Summary

Modifier and Type	Method and Description
double	avgFalsePositive()
double	avgTruePositive()
List<String>	classLabels()
void	evaluate(String actual, String predicted)
double	getAccuracy()
ConfusionMatrix	getConfusionMatrix()
Map<String,Double>	getF1ScoreByClass()
Map<String,Double>	getFalloutByClass()
int	getFalsePositiveCount(String classLabel)
double	getMacroF1Score()
double	getMicroF1Score()
double	getMisclassificationRate()
Map<String,Double>	getPrecisionByClass()
Map<String,Double>	getRecallByClass()
String	getSummary()
int	getTruePositiveCount(String classLabel)
void	report()
void	reset()
void	setConfusionMatrix(ConfusionMatrix confusionMatrix)

Methods inherited from class java.lang.Object

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

Constructor Detail

ClassifierEvaluator

public ClassifierEvaluator()

Method Detail

evaluate

public void evaluate(String actual,
                     String predicted)

classLabels

public List<String> classLabels()

reset

public void reset()

getConfusionMatrix

public ConfusionMatrix getConfusionMatrix()

setConfusionMatrix

public void setConfusionMatrix(ConfusionMatrix confusionMatrix)

getAccuracy

public double getAccuracy()

getMisclassificationRate

public double getMisclassificationRate()

getTruePositiveCount

public int getTruePositiveCount(String classLabel)

getFalsePositiveCount

public int getFalsePositiveCount(String classLabel)

avgTruePositive

public double avgTruePositive()

avgFalsePositive

public double avgFalsePositive()

getPrecisionByClass

public Map<String,Double> getPrecisionByClass()

getRecallByClass

public Map<String,Double> getRecallByClass()

getFalloutByClass

public Map<String,Double> getFalloutByClass()

getF1ScoreByClass

public Map<String,Double> getF1ScoreByClass()

getMacroF1Score

public double getMacroF1Score()

getMicroF1Score

public double getMicroF1Score()

getSummary

public String getSummary()

report

public void report()