Package com.google.cloud.datalabeling.v1beta1

Class ClassificationMetrics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.datalabeling.v1beta1.ClassificationMetrics

All Implemented Interfaces:

ClassificationMetricsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ClassificationMetrics
extends com.google.protobuf.GeneratedMessageV3
implements ClassificationMetricsOrBuilder

 Metrics calculated for a classification model.
 

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ClassificationMetrics.Builder	Metrics calculated for a classification model.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static int	CONFUSION_MATRIX_FIELD_NUMBER
static int	PR_CURVE_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
ConfusionMatrix	getConfusionMatrix()	Confusion matrix of predicted labels vs.
ConfusionMatrixOrBuilder	getConfusionMatrixOrBuilder()	Confusion matrix of predicted labels vs.
static ClassificationMetrics	getDefaultInstance()
ClassificationMetrics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<ClassificationMetrics>	getParserForType()
PrCurve	getPrCurve()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
PrCurveOrBuilder	getPrCurveOrBuilder()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
int	getSerializedSize()
boolean	hasConfusionMatrix()	Confusion matrix of predicted labels vs.
int	hashCode()
boolean	hasPrCurve()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ClassificationMetrics.Builder	newBuilder()
static ClassificationMetrics.Builder	newBuilder(ClassificationMetrics prototype)
ClassificationMetrics.Builder	newBuilderForType()
protected ClassificationMetrics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ClassificationMetrics	parseDelimitedFrom(InputStream input)
static ClassificationMetrics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationMetrics	parseFrom(byte[] data)
static ClassificationMetrics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationMetrics	parseFrom(com.google.protobuf.ByteString data)
static ClassificationMetrics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationMetrics	parseFrom(com.google.protobuf.CodedInputStream input)
static ClassificationMetrics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationMetrics	parseFrom(InputStream input)
static ClassificationMetrics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationMetrics	parseFrom(ByteBuffer data)
static ClassificationMetrics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ClassificationMetrics>	parser()
ClassificationMetrics.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Detail

PR_CURVE_FIELD_NUMBER

public static final int PR_CURVE_FIELD_NUMBER

See Also:

Constant Field Values

CONFUSION_MATRIX_FIELD_NUMBER

public static final int CONFUSION_MATRIX_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

hasPrCurve

public boolean hasPrCurve()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

hasPrCurve in interface ClassificationMetricsOrBuilder

Returns:

Whether the prCurve field is set.

getPrCurve

public PrCurve getPrCurve()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

getPrCurve in interface ClassificationMetricsOrBuilder

Returns:

The prCurve.

getPrCurveOrBuilder

public PrCurveOrBuilder getPrCurveOrBuilder()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

getPrCurveOrBuilder in interface ClassificationMetricsOrBuilder

hasConfusionMatrix

public boolean hasConfusionMatrix()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

hasConfusionMatrix in interface ClassificationMetricsOrBuilder

Returns:

Whether the confusionMatrix field is set.

getConfusionMatrix

public ConfusionMatrix getConfusionMatrix()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

getConfusionMatrix in interface ClassificationMetricsOrBuilder

Returns:

The confusionMatrix.

getConfusionMatrixOrBuilder

public ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

getConfusionMatrixOrBuilder in interface ClassificationMetricsOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ClassificationMetrics parseFrom(ByteBuffer data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(ByteBuffer data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(com.google.protobuf.ByteString data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(com.google.protobuf.ByteString data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(byte[] data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(byte[] data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationMetrics parseFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static ClassificationMetrics parseFrom(InputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static ClassificationMetrics parseDelimitedFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static ClassificationMetrics parseDelimitedFrom(InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

parseFrom

public static ClassificationMetrics parseFrom(com.google.protobuf.CodedInputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static ClassificationMetrics parseFrom(com.google.protobuf.CodedInputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

newBuilderForType

public ClassificationMetrics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ClassificationMetrics.Builder newBuilder()

newBuilder

public static ClassificationMetrics.Builder newBuilder(ClassificationMetrics prototype)

toBuilder

public ClassificationMetrics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ClassificationMetrics.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ClassificationMetrics getDefaultInstance()

parser

public static com.google.protobuf.Parser<ClassificationMetrics> parser()

getParserForType

public com.google.protobuf.Parser<ClassificationMetrics> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ClassificationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder