com.google.cloud.automl.v1

Class ClassificationEvaluationMetrics.ConfusionMatrix

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix

All Implemented Interfaces:

ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ClassificationEvaluationMetrics

public static final class ClassificationEvaluationMetrics.ConfusionMatrix
extends com.google.protobuf.GeneratedMessageV3
implements ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

 Confusion matrix of the model running the classification.
 

Protobuf type google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ClassificationEvaluationMetrics.ConfusionMatrix.Builder Confusion matrix of the model running the classification.
static class	ClassificationEvaluationMetrics.ConfusionMatrix.Row Output only.
static interface	ClassificationEvaluationMetrics.ConfusionMatrix.RowOrBuilder

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 and Description
static int	ANNOTATION_SPEC_ID_FIELD_NUMBER
static int	DISPLAY_NAME_FIELD_NUMBER
static int	ROW_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 and Description
boolean	equals(Object obj)
String	getAnnotationSpecId(int index) Output only.
com.google.protobuf.ByteString	getAnnotationSpecIdBytes(int index) Output only.
int	getAnnotationSpecIdCount() Output only.
com.google.protobuf.ProtocolStringList	getAnnotationSpecIdList() Output only.
static ClassificationEvaluationMetrics.ConfusionMatrix	getDefaultInstance()
ClassificationEvaluationMetrics.ConfusionMatrix	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDisplayName(int index) Output only.
com.google.protobuf.ByteString	getDisplayNameBytes(int index) Output only.
int	getDisplayNameCount() Output only.
com.google.protobuf.ProtocolStringList	getDisplayNameList() Output only.
com.google.protobuf.Parser<ClassificationEvaluationMetrics.ConfusionMatrix>	getParserForType()
ClassificationEvaluationMetrics.ConfusionMatrix.Row	getRow(int index) Output only.
int	getRowCount() Output only.
List<ClassificationEvaluationMetrics.ConfusionMatrix.Row>	getRowList() Output only.
ClassificationEvaluationMetrics.ConfusionMatrix.RowOrBuilder	getRowOrBuilder(int index) Output only.
List<? extends ClassificationEvaluationMetrics.ConfusionMatrix.RowOrBuilder>	getRowOrBuilderList() Output only.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ClassificationEvaluationMetrics.ConfusionMatrix.Builder	newBuilder()
static ClassificationEvaluationMetrics.ConfusionMatrix.Builder	newBuilder(ClassificationEvaluationMetrics.ConfusionMatrix prototype)
ClassificationEvaluationMetrics.ConfusionMatrix.Builder	newBuilderForType()
protected ClassificationEvaluationMetrics.ConfusionMatrix.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseDelimitedFrom(InputStream input)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(byte[] data)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(ByteBuffer data)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(com.google.protobuf.ByteString data)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(com.google.protobuf.CodedInputStream input)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(InputStream input)
static ClassificationEvaluationMetrics.ConfusionMatrix	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ClassificationEvaluationMetrics.ConfusionMatrix>	parser()
ClassificationEvaluationMetrics.ConfusionMatrix.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, 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.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

ANNOTATION_SPEC_ID_FIELD_NUMBER

public static final int ANNOTATION_SPEC_ID_FIELD_NUMBER

See Also:

Constant Field Values

DISPLAY_NAME_FIELD_NUMBER

public static final int DISPLAY_NAME_FIELD_NUMBER

See Also:

Constant Field Values

ROW_FIELD_NUMBER

public static final int ROW_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

getAnnotationSpecIdList

public com.google.protobuf.ProtocolStringList getAnnotationSpecIdList()

 Output only. IDs of the annotation specs used in the confusion matrix.
 For Tables CLASSIFICATION
 [prediction_type][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type]
 only list of [annotation_spec_display_name-s][] is populated.
 

repeated string annotation_spec_id = 1;

Specified by:

getAnnotationSpecIdList in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Returns:

A list containing the annotationSpecId.

getAnnotationSpecIdCount

public int getAnnotationSpecIdCount()

 Output only. IDs of the annotation specs used in the confusion matrix.
 For Tables CLASSIFICATION
 [prediction_type][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type]
 only list of [annotation_spec_display_name-s][] is populated.
 

repeated string annotation_spec_id = 1;

Specified by:

getAnnotationSpecIdCount in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Returns:

The count of annotationSpecId.

getAnnotationSpecId

public String getAnnotationSpecId(int index)

 Output only. IDs of the annotation specs used in the confusion matrix.
 For Tables CLASSIFICATION
 [prediction_type][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type]
 only list of [annotation_spec_display_name-s][] is populated.
 

repeated string annotation_spec_id = 1;

Specified by:

getAnnotationSpecId in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The annotationSpecId at the given index.

getAnnotationSpecIdBytes

public com.google.protobuf.ByteString getAnnotationSpecIdBytes(int index)

 Output only. IDs of the annotation specs used in the confusion matrix.
 For Tables CLASSIFICATION
 [prediction_type][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type]
 only list of [annotation_spec_display_name-s][] is populated.
 

repeated string annotation_spec_id = 1;

Specified by:

getAnnotationSpecIdBytes in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the annotationSpecId at the given index.

getDisplayNameList

public com.google.protobuf.ProtocolStringList getDisplayNameList()

 Output only. Display name of the annotation specs used in the confusion
 matrix, as they were at the moment of the evaluation. For Tables
 CLASSIFICATION
 [prediction_type-s][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type],
 distinct values of the target column at the moment of the model
 evaluation are populated here.
 

repeated string display_name = 3;

Specified by:

getDisplayNameList in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Returns:

A list containing the displayName.

getDisplayNameCount

public int getDisplayNameCount()

 Output only. Display name of the annotation specs used in the confusion
 matrix, as they were at the moment of the evaluation. For Tables
 CLASSIFICATION
 [prediction_type-s][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type],
 distinct values of the target column at the moment of the model
 evaluation are populated here.
 

repeated string display_name = 3;

Specified by:

getDisplayNameCount in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Returns:

The count of displayName.

getDisplayName

public String getDisplayName(int index)

 Output only. Display name of the annotation specs used in the confusion
 matrix, as they were at the moment of the evaluation. For Tables
 CLASSIFICATION
 [prediction_type-s][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type],
 distinct values of the target column at the moment of the model
 evaluation are populated here.
 

repeated string display_name = 3;

Specified by:

getDisplayName in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The displayName at the given index.

getDisplayNameBytes

public com.google.protobuf.ByteString getDisplayNameBytes(int index)

 Output only. Display name of the annotation specs used in the confusion
 matrix, as they were at the moment of the evaluation. For Tables
 CLASSIFICATION
 [prediction_type-s][google.cloud.automl.v1p1beta.TablesModelMetadata.prediction_type],
 distinct values of the target column at the moment of the model
 evaluation are populated here.
 

repeated string display_name = 3;

Specified by:

getDisplayNameBytes in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the displayName at the given index.

getRowList

public List<ClassificationEvaluationMetrics.ConfusionMatrix.Row> getRowList()

 Output only. Rows in the confusion matrix. The number of rows is equal to
 the size of `annotation_spec_id`.
 `row[i].example_count[j]` is the number of examples that have ground
 truth of the `annotation_spec_id[i]` and are predicted as
 `annotation_spec_id[j]` by the model being evaluated.
 

repeated .google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix.Row row = 2;

Specified by:

getRowList in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

getRowOrBuilderList

public List<? extends ClassificationEvaluationMetrics.ConfusionMatrix.RowOrBuilder> getRowOrBuilderList()

 Output only. Rows in the confusion matrix. The number of rows is equal to
 the size of `annotation_spec_id`.
 `row[i].example_count[j]` is the number of examples that have ground
 truth of the `annotation_spec_id[i]` and are predicted as
 `annotation_spec_id[j]` by the model being evaluated.
 

repeated .google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix.Row row = 2;

Specified by:

getRowOrBuilderList in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

getRowCount

public int getRowCount()

 Output only. Rows in the confusion matrix. The number of rows is equal to
 the size of `annotation_spec_id`.
 `row[i].example_count[j]` is the number of examples that have ground
 truth of the `annotation_spec_id[i]` and are predicted as
 `annotation_spec_id[j]` by the model being evaluated.
 

repeated .google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix.Row row = 2;

Specified by:

getRowCount in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

getRow

public ClassificationEvaluationMetrics.ConfusionMatrix.Row getRow(int index)

 Output only. Rows in the confusion matrix. The number of rows is equal to
 the size of `annotation_spec_id`.
 `row[i].example_count[j]` is the number of examples that have ground
 truth of the `annotation_spec_id[i]` and are predicted as
 `annotation_spec_id[j]` by the model being evaluated.
 

repeated .google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix.Row row = 2;

Specified by:

getRow in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

getRowOrBuilder

public ClassificationEvaluationMetrics.ConfusionMatrix.RowOrBuilder getRowOrBuilder(int index)

 Output only. Rows in the confusion matrix. The number of rows is equal to
 the size of `annotation_spec_id`.
 `row[i].example_count[j]` is the number of examples that have ground
 truth of the `annotation_spec_id[i]` and are predicted as
 `annotation_spec_id[j]` by the model being evaluated.
 

repeated .google.cloud.automl.v1.ClassificationEvaluationMetrics.ConfusionMatrix.Row row = 2;

Specified by:

getRowOrBuilder in interface ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder

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 ClassificationEvaluationMetrics.ConfusionMatrix parseFrom(ByteBuffer data)
                                                                 throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationEvaluationMetrics.ConfusionMatrix parseFrom(InputStream input)
                                                                 throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ClassificationEvaluationMetrics.ConfusionMatrix parseDelimitedFrom(InputStream input)
                                                                          throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ClassificationEvaluationMetrics.ConfusionMatrix.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ClassificationEvaluationMetrics.ConfusionMatrix.Builder newBuilder()

newBuilder

public static ClassificationEvaluationMetrics.ConfusionMatrix.Builder newBuilder(ClassificationEvaluationMetrics.ConfusionMatrix prototype)

toBuilder

public ClassificationEvaluationMetrics.ConfusionMatrix.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ClassificationEvaluationMetrics.ConfusionMatrix getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ClassificationEvaluationMetrics.ConfusionMatrix> 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 ClassificationEvaluationMetrics.ConfusionMatrix getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder