Package ai.extend.types

Class ClassificationMetric.Builder

java.lang.Object

ai.extend.types.ClassificationMetric.Builder

Enclosing class:

ClassificationMetric

public static final class ClassificationMetric.Builder
extends java.lang.Object

Method Summary

Modifier and Type	Method	Description
ClassificationMetric	build()
ClassificationMetric.Builder	countCorrect(java.lang.Double countCorrect)
ClassificationMetric.Builder	countCorrect(java.util.Optional<java.lang.Double> countCorrect)	The number of files correctly classified as this class.
ClassificationMetric.Builder	countExpected(java.lang.Double countExpected)
ClassificationMetric.Builder	countExpected(java.util.Optional<java.lang.Double> countExpected)	The number of files whose expected classification was this class.
ClassificationMetric.Builder	countPredicted(java.lang.Double countPredicted)
ClassificationMetric.Builder	countPredicted(java.util.Optional<java.lang.Double> countPredicted)	The number of files the model classified as this class.
ClassificationMetric.Builder	f1(java.lang.Double f1)
ClassificationMetric.Builder	f1(java.util.Optional<java.lang.Double> f1)	Harmonic mean of precision and recall.
ClassificationMetric.Builder	from(ClassificationMetric other)
ClassificationMetric.Builder	precision(java.lang.Double precision)
ClassificationMetric.Builder	precision(java.util.Optional<java.lang.Double> precision)	countCorrect / countPredicted for this class.
ClassificationMetric.Builder	recall(java.lang.Double recall)
ClassificationMetric.Builder	recall(java.util.Optional<java.lang.Double> recall)	countCorrect / countExpected for this class.

Methods inherited from class java.lang.Object

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

Method Detail

from

public ClassificationMetric.Builder from(ClassificationMetric other)

countExpected

public ClassificationMetric.Builder countExpected(java.util.Optional<java.lang.Double> countExpected)

The number of files whose expected classification was this class.

countExpected

public ClassificationMetric.Builder countExpected(java.lang.Double countExpected)

countPredicted

public ClassificationMetric.Builder countPredicted(java.util.Optional<java.lang.Double> countPredicted)

The number of files the model classified as this class.

countPredicted

public ClassificationMetric.Builder countPredicted(java.lang.Double countPredicted)

countCorrect

public ClassificationMetric.Builder countCorrect(java.util.Optional<java.lang.Double> countCorrect)

The number of files correctly classified as this class.

countCorrect

public ClassificationMetric.Builder countCorrect(java.lang.Double countCorrect)

precision

public ClassificationMetric.Builder precision(java.util.Optional<java.lang.Double> precision)

countCorrect / countPredicted for this class.

precision

public ClassificationMetric.Builder precision(java.lang.Double precision)

recall

public ClassificationMetric.Builder recall(java.util.Optional<java.lang.Double> recall)

countCorrect / countExpected for this class.

recall

public ClassificationMetric.Builder recall(java.lang.Double recall)

f1

public ClassificationMetric.Builder f1(java.util.Optional<java.lang.Double> f1)

Harmonic mean of precision and recall.

f1

public ClassificationMetric.Builder f1(java.lang.Double f1)

build

public ClassificationMetric build()