Package com.google.cloud.automl.v1

Class TextSentimentEvaluationMetrics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.automl.v1.TextSentimentEvaluationMetrics

All Implemented Interfaces:

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

public final class TextSentimentEvaluationMetrics
extends com.google.protobuf.GeneratedMessageV3
implements TextSentimentEvaluationMetricsOrBuilder

 Model evaluation metrics for text sentiment problems.
 

Protobuf type google.cloud.automl.v1.TextSentimentEvaluationMetrics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TextSentimentEvaluationMetrics.Builder	Model evaluation metrics for text sentiment problems.

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	F1_SCORE_FIELD_NUMBER
static int	LINEAR_KAPPA_FIELD_NUMBER
static int	MEAN_ABSOLUTE_ERROR_FIELD_NUMBER
static int	MEAN_SQUARED_ERROR_FIELD_NUMBER
static int	PRECISION_FIELD_NUMBER
static int	QUADRATIC_KAPPA_FIELD_NUMBER
static int	RECALL_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)
ClassificationEvaluationMetrics.ConfusionMatrix	getConfusionMatrix()	Output only.
ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder	getConfusionMatrixOrBuilder()	Output only.
static TextSentimentEvaluationMetrics	getDefaultInstance()
TextSentimentEvaluationMetrics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
float	getF1Score()	Output only.
float	getLinearKappa()	Output only.
float	getMeanAbsoluteError()	Output only.
float	getMeanSquaredError()	Output only.
com.google.protobuf.Parser<TextSentimentEvaluationMetrics>	getParserForType()
float	getPrecision()	Output only.
float	getQuadraticKappa()	Output only.
float	getRecall()	Output only.
int	getSerializedSize()
boolean	hasConfusionMatrix()	Output only.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static TextSentimentEvaluationMetrics.Builder	newBuilder()
static TextSentimentEvaluationMetrics.Builder	newBuilder(TextSentimentEvaluationMetrics prototype)
TextSentimentEvaluationMetrics.Builder	newBuilderForType()
protected TextSentimentEvaluationMetrics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static TextSentimentEvaluationMetrics	parseDelimitedFrom(InputStream input)
static TextSentimentEvaluationMetrics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TextSentimentEvaluationMetrics	parseFrom(byte[] data)
static TextSentimentEvaluationMetrics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TextSentimentEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data)
static TextSentimentEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TextSentimentEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input)
static TextSentimentEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TextSentimentEvaluationMetrics	parseFrom(InputStream input)
static TextSentimentEvaluationMetrics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TextSentimentEvaluationMetrics	parseFrom(ByteBuffer data)
static TextSentimentEvaluationMetrics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<TextSentimentEvaluationMetrics>	parser()
TextSentimentEvaluationMetrics.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

PRECISION_FIELD_NUMBER

public static final int PRECISION_FIELD_NUMBER

See Also:

Constant Field Values

RECALL_FIELD_NUMBER

public static final int RECALL_FIELD_NUMBER

See Also:

Constant Field Values

F1_SCORE_FIELD_NUMBER

public static final int F1_SCORE_FIELD_NUMBER

See Also:

Constant Field Values

MEAN_ABSOLUTE_ERROR_FIELD_NUMBER

public static final int MEAN_ABSOLUTE_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

MEAN_SQUARED_ERROR_FIELD_NUMBER

public static final int MEAN_SQUARED_ERROR_FIELD_NUMBER

See Also:

Constant Field Values

LINEAR_KAPPA_FIELD_NUMBER

public static final int LINEAR_KAPPA_FIELD_NUMBER

See Also:

Constant Field Values

QUADRATIC_KAPPA_FIELD_NUMBER

public static final int QUADRATIC_KAPPA_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

getPrecision

public float getPrecision()

 Output only. Precision.
 

float precision = 1;

Specified by:

getPrecision in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The precision.

getRecall

public float getRecall()

 Output only. Recall.
 

float recall = 2;

Specified by:

getRecall in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The recall.

getF1Score

public float getF1Score()

 Output only. The harmonic mean of recall and precision.
 

float f1_score = 3;

Specified by:

getF1Score in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The f1Score.

getMeanAbsoluteError

public float getMeanAbsoluteError()

 Output only. Mean absolute error. Only set for the overall model
 evaluation, not for evaluation of a single annotation spec.
 

float mean_absolute_error = 4;

Specified by:

getMeanAbsoluteError in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The meanAbsoluteError.

getMeanSquaredError

public float getMeanSquaredError()

 Output only. Mean squared error. Only set for the overall model
 evaluation, not for evaluation of a single annotation spec.
 

float mean_squared_error = 5;

Specified by:

getMeanSquaredError in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The meanSquaredError.

getLinearKappa

public float getLinearKappa()

 Output only. Linear weighted kappa. Only set for the overall model
 evaluation, not for evaluation of a single annotation spec.
 

float linear_kappa = 6;

Specified by:

getLinearKappa in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The linearKappa.

getQuadraticKappa

public float getQuadraticKappa()

 Output only. Quadratic weighted kappa. Only set for the overall model
 evaluation, not for evaluation of a single annotation spec.
 

float quadratic_kappa = 7;

Specified by:

getQuadraticKappa in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The quadraticKappa.

hasConfusionMatrix

public boolean hasConfusionMatrix()

 Output only. Confusion matrix of the evaluation.
 Only set for the overall model evaluation, not for evaluation of a single
 annotation spec.
 

.google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

hasConfusionMatrix in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

Whether the confusionMatrix field is set.

getConfusionMatrix

public ClassificationEvaluationMetrics.ConfusionMatrix getConfusionMatrix()

 Output only. Confusion matrix of the evaluation.
 Only set for the overall model evaluation, not for evaluation of a single
 annotation spec.
 

.google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

getConfusionMatrix in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The confusionMatrix.

getConfusionMatrixOrBuilder

public ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()

 Output only. Confusion matrix of the evaluation.
 Only set for the overall model evaluation, not for evaluation of a single
 annotation spec.
 

.google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

getConfusionMatrixOrBuilder in interface TextSentimentEvaluationMetricsOrBuilder

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 TextSentimentEvaluationMetrics parseFrom(ByteBuffer data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TextSentimentEvaluationMetrics parseFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static TextSentimentEvaluationMetrics parseDelimitedFrom(InputStream input)
                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public TextSentimentEvaluationMetrics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static TextSentimentEvaluationMetrics.Builder newBuilder()

newBuilder

public static TextSentimentEvaluationMetrics.Builder newBuilder(TextSentimentEvaluationMetrics prototype)

toBuilder

public TextSentimentEvaluationMetrics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static TextSentimentEvaluationMetrics getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<TextSentimentEvaluationMetrics> 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 TextSentimentEvaluationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder