com.oracle.bmc.ailanguage.model

Class EntityMetrics.Builder

java.lang.Object

com.oracle.bmc.ailanguage.model.EntityMetrics.Builder

Enclosing class:

EntityMetrics

public static class EntityMetrics.Builder
extends Object

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
EntityMetrics	build()
EntityMetrics.Builder	copy(EntityMetrics model)
EntityMetrics.Builder	f1(Float f1) F1-score, is a measure of a model’s accuracy on a dataset
EntityMetrics.Builder	label(String label) Entity label
EntityMetrics.Builder	precision(Float precision) Precision refers to the number of true positives divided by the total number of positive predictions (i.e., the number of true positives plus the number of false positives)
EntityMetrics.Builder	recall(Float recall) Measures the model’s ability to predict actual positive classes.

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Method Detail

label

public EntityMetrics.Builder label(String label)

Entity label

Parameters:

label - the value to set

Returns:

this builder

f1

public EntityMetrics.Builder f1(Float f1)

F1-score, is a measure of a model’s accuracy on a dataset

Parameters:

f1 - the value to set

Returns:

this builder

precision

public EntityMetrics.Builder precision(Float precision)

Precision refers to the number of true positives divided by the total number of positive predictions (i.e., the number of true positives plus the number of false positives)

Parameters:

precision - the value to set

Returns:

this builder

recall

public EntityMetrics.Builder recall(Float recall)

Measures the model’s ability to predict actual positive classes. It is the ratio between the predicted true positives and what was actually tagged. The recall metric reveals how many of the predicted classes are correct.

Parameters:

recall - the value to set

Returns:

this builder

build

public EntityMetrics build()

copy

public EntityMetrics.Builder copy(EntityMetrics model)