Package com.google.cloud.aiplatform.v1
Class EvaluatedAnnotation
java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.EvaluatedAnnotation
- All Implemented Interfaces:
EvaluatedAnnotationOrBuilder,com.google.protobuf.Message,com.google.protobuf.MessageLite,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Serializable
@Generated
public final class EvaluatedAnnotation
extends com.google.protobuf.GeneratedMessage
implements EvaluatedAnnotationOrBuilder
True positive, false positive, or false negative. EvaluatedAnnotation is only available under ModelEvaluationSlice with slice of `annotationSpec` dimension.Protobuf type
google.cloud.aiplatform.v1.EvaluatedAnnotation- See Also:
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic final classTrue positive, false positive, or false negative.static enumDescribes the type of the EvaluatedAnnotation.Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage
com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT, BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message, T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage
com.google.protobuf.AbstractMessage.BuilderParentNested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intstatic final intFields inherited from class com.google.protobuf.GeneratedMessage
alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFieldsFields inherited from class com.google.protobuf.AbstractMessage
memoizedSizeFields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode -
Method Summary
Modifier and TypeMethodDescriptionbooleancom.google.protobuf.ValueOutput only.com.google.protobuf.ValueOrBuilderOutput only.static EvaluatedAnnotationstatic final com.google.protobuf.Descriptors.DescriptorgetErrorAnalysisAnnotations(int index) Annotations of model error analysis results.intAnnotations of model error analysis results.Annotations of model error analysis results.getErrorAnalysisAnnotationsOrBuilder(int index) Annotations of model error analysis results.List<? extends ErrorAnalysisAnnotationOrBuilder>Annotations of model error analysis results.Output only.com.google.protobuf.ByteStringOutput only.getExplanations(int index) Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].intExplanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].getExplanationsOrBuilder(int index) Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].List<? extends EvaluatedAnnotationExplanationOrBuilder>Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].com.google.protobuf.ValuegetGroundTruths(int index) Output only.intOutput only.List<com.google.protobuf.Value>Output only.com.google.protobuf.ValueOrBuildergetGroundTruthsOrBuilder(int index) Output only.List<? extends com.google.protobuf.ValueOrBuilder>Output only.com.google.protobuf.Parser<EvaluatedAnnotation>com.google.protobuf.ValuegetPredictions(int index) Output only.intOutput only.List<com.google.protobuf.Value>Output only.com.google.protobuf.ValueOrBuildergetPredictionsOrBuilder(int index) Output only.List<? extends com.google.protobuf.ValueOrBuilder>Output only.intgetType()Output only.intOutput only.booleanOutput only.inthashCode()protected com.google.protobuf.GeneratedMessage.FieldAccessorTablefinal booleanstatic EvaluatedAnnotation.Builderstatic EvaluatedAnnotation.BuildernewBuilder(EvaluatedAnnotation prototype) protected EvaluatedAnnotation.BuildernewBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) static EvaluatedAnnotationparseDelimitedFrom(InputStream input) static EvaluatedAnnotationparseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static EvaluatedAnnotationparseFrom(byte[] data) static EvaluatedAnnotationparseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static EvaluatedAnnotationparseFrom(com.google.protobuf.ByteString data) static EvaluatedAnnotationparseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static EvaluatedAnnotationparseFrom(com.google.protobuf.CodedInputStream input) static EvaluatedAnnotationparseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static EvaluatedAnnotationparseFrom(InputStream input) static EvaluatedAnnotationparseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static EvaluatedAnnotationparseFrom(ByteBuffer data) static EvaluatedAnnotationparseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) static com.google.protobuf.Parser<EvaluatedAnnotation>parser()voidwriteTo(com.google.protobuf.CodedOutputStream output) Methods inherited from class com.google.protobuf.GeneratedMessage
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, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagMethods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashFields, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite
addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeToMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Field Details
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TYPE_FIELD_NUMBER
public static final int TYPE_FIELD_NUMBER- See Also:
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PREDICTIONS_FIELD_NUMBER
public static final int PREDICTIONS_FIELD_NUMBER- See Also:
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GROUND_TRUTHS_FIELD_NUMBER
public static final int GROUND_TRUTHS_FIELD_NUMBER- See Also:
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DATA_ITEM_PAYLOAD_FIELD_NUMBER
public static final int DATA_ITEM_PAYLOAD_FIELD_NUMBER- See Also:
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EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER
public static final int EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER- See Also:
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EXPLANATIONS_FIELD_NUMBER
public static final int EXPLANATIONS_FIELD_NUMBER- See Also:
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ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER
public static final int ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER- See Also:
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Method Details
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessage
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getTypeValue
public int getTypeValue()Output only. Type of the EvaluatedAnnotation.
.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getTypeValuein interfaceEvaluatedAnnotationOrBuilder- Returns:
- The enum numeric value on the wire for type.
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getType
Output only. Type of the EvaluatedAnnotation.
.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getTypein interfaceEvaluatedAnnotationOrBuilder- Returns:
- The type.
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getPredictionsList
Output only. The model predicted annotations. For true positive, there is one and only one prediction, which matches the only one ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. For false positive, there is one and only one prediction, which doesn't match any ground truth annotation of the corresponding [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id]. For false negative, there are zero or more predictions which are similar to the only ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] but not enough for a match. The schema of the prediction is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getPredictionsListin interfaceEvaluatedAnnotationOrBuilder
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getPredictionsOrBuilderList
Output only. The model predicted annotations. For true positive, there is one and only one prediction, which matches the only one ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. For false positive, there is one and only one prediction, which doesn't match any ground truth annotation of the corresponding [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id]. For false negative, there are zero or more predictions which are similar to the only ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] but not enough for a match. The schema of the prediction is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getPredictionsOrBuilderListin interfaceEvaluatedAnnotationOrBuilder
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getPredictionsCount
public int getPredictionsCount()Output only. The model predicted annotations. For true positive, there is one and only one prediction, which matches the only one ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. For false positive, there is one and only one prediction, which doesn't match any ground truth annotation of the corresponding [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id]. For false negative, there are zero or more predictions which are similar to the only ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] but not enough for a match. The schema of the prediction is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getPredictionsCountin interfaceEvaluatedAnnotationOrBuilder
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getPredictions
public com.google.protobuf.Value getPredictions(int index) Output only. The model predicted annotations. For true positive, there is one and only one prediction, which matches the only one ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. For false positive, there is one and only one prediction, which doesn't match any ground truth annotation of the corresponding [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id]. For false negative, there are zero or more predictions which are similar to the only ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] but not enough for a match. The schema of the prediction is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getPredictionsin interfaceEvaluatedAnnotationOrBuilder
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getPredictionsOrBuilder
public com.google.protobuf.ValueOrBuilder getPredictionsOrBuilder(int index) Output only. The model predicted annotations. For true positive, there is one and only one prediction, which matches the only one ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]. For false positive, there is one and only one prediction, which doesn't match any ground truth annotation of the corresponding [data_item_view_id][google.cloud.aiplatform.v1.EvaluatedAnnotation.evaluated_data_item_view_id]. For false negative, there are zero or more predictions which are similar to the only ground truth annotation in [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths] but not enough for a match. The schema of the prediction is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getPredictionsOrBuilderin interfaceEvaluatedAnnotationOrBuilder
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getGroundTruthsList
Output only. The ground truth Annotations, i.e. the Annotations that exist in the test data the Model is evaluated on. For true positive, there is one and only one ground truth annotation, which matches the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. For false positive, there are zero or more ground truth annotations that are similar to the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], but not enough for a match. For false negative, there is one and only one ground truth annotation, which doesn't match any predictions created by the model. The schema of the ground truth is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getGroundTruthsListin interfaceEvaluatedAnnotationOrBuilder
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getGroundTruthsOrBuilderList
Output only. The ground truth Annotations, i.e. the Annotations that exist in the test data the Model is evaluated on. For true positive, there is one and only one ground truth annotation, which matches the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. For false positive, there are zero or more ground truth annotations that are similar to the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], but not enough for a match. For false negative, there is one and only one ground truth annotation, which doesn't match any predictions created by the model. The schema of the ground truth is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getGroundTruthsOrBuilderListin interfaceEvaluatedAnnotationOrBuilder
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getGroundTruthsCount
public int getGroundTruthsCount()Output only. The ground truth Annotations, i.e. the Annotations that exist in the test data the Model is evaluated on. For true positive, there is one and only one ground truth annotation, which matches the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. For false positive, there are zero or more ground truth annotations that are similar to the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], but not enough for a match. For false negative, there is one and only one ground truth annotation, which doesn't match any predictions created by the model. The schema of the ground truth is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getGroundTruthsCountin interfaceEvaluatedAnnotationOrBuilder
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getGroundTruths
public com.google.protobuf.Value getGroundTruths(int index) Output only. The ground truth Annotations, i.e. the Annotations that exist in the test data the Model is evaluated on. For true positive, there is one and only one ground truth annotation, which matches the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. For false positive, there are zero or more ground truth annotations that are similar to the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], but not enough for a match. For false negative, there is one and only one ground truth annotation, which doesn't match any predictions created by the model. The schema of the ground truth is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getGroundTruthsin interfaceEvaluatedAnnotationOrBuilder
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getGroundTruthsOrBuilder
public com.google.protobuf.ValueOrBuilder getGroundTruthsOrBuilder(int index) Output only. The ground truth Annotations, i.e. the Annotations that exist in the test data the Model is evaluated on. For true positive, there is one and only one ground truth annotation, which matches the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. For false positive, there are zero or more ground truth annotations that are similar to the only prediction in [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions], but not enough for a match. For false negative, there is one and only one ground truth annotation, which doesn't match any predictions created by the model. The schema of the ground truth is stored in [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getGroundTruthsOrBuilderin interfaceEvaluatedAnnotationOrBuilder
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hasDataItemPayload
public boolean hasDataItemPayload()Output only. The data item payload that the Model predicted this EvaluatedAnnotation on.
.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
hasDataItemPayloadin interfaceEvaluatedAnnotationOrBuilder- Returns:
- Whether the dataItemPayload field is set.
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getDataItemPayload
public com.google.protobuf.Value getDataItemPayload()Output only. The data item payload that the Model predicted this EvaluatedAnnotation on.
.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getDataItemPayloadin interfaceEvaluatedAnnotationOrBuilder- Returns:
- The dataItemPayload.
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getDataItemPayloadOrBuilder
public com.google.protobuf.ValueOrBuilder getDataItemPayloadOrBuilder()Output only. The data item payload that the Model predicted this EvaluatedAnnotation on.
.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getDataItemPayloadOrBuilderin interfaceEvaluatedAnnotationOrBuilder
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getEvaluatedDataItemViewId
Output only. ID of the EvaluatedDataItemView under the same ancestor ModelEvaluation. The EvaluatedDataItemView consists of all ground truths and predictions on [data_item_payload][google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload].
string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getEvaluatedDataItemViewIdin interfaceEvaluatedAnnotationOrBuilder- Returns:
- The evaluatedDataItemViewId.
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getEvaluatedDataItemViewIdBytes
public com.google.protobuf.ByteString getEvaluatedDataItemViewIdBytes()Output only. ID of the EvaluatedDataItemView under the same ancestor ModelEvaluation. The EvaluatedDataItemView consists of all ground truths and predictions on [data_item_payload][google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload].
string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];- Specified by:
getEvaluatedDataItemViewIdBytesin interfaceEvaluatedAnnotationOrBuilder- Returns:
- The bytes for evaluatedDataItemViewId.
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getExplanationsList
Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. Each element of the explanations indicates the explanation for one explanation Method. The attributions list in the [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] object corresponds to the [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] list. For example, the second element in the attributions list explains the second element in the predictions list.
repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;- Specified by:
getExplanationsListin interfaceEvaluatedAnnotationOrBuilder
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getExplanationsOrBuilderList
Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. Each element of the explanations indicates the explanation for one explanation Method. The attributions list in the [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] object corresponds to the [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] list. For example, the second element in the attributions list explains the second element in the predictions list.
repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;- Specified by:
getExplanationsOrBuilderListin interfaceEvaluatedAnnotationOrBuilder
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getExplanationsCount
public int getExplanationsCount()Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. Each element of the explanations indicates the explanation for one explanation Method. The attributions list in the [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] object corresponds to the [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] list. For example, the second element in the attributions list explains the second element in the predictions list.
repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;- Specified by:
getExplanationsCountin interfaceEvaluatedAnnotationOrBuilder
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getExplanations
Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. Each element of the explanations indicates the explanation for one explanation Method. The attributions list in the [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] object corresponds to the [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] list. For example, the second element in the attributions list explains the second element in the predictions list.
repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;- Specified by:
getExplanationsin interfaceEvaluatedAnnotationOrBuilder
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getExplanationsOrBuilder
Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]. Each element of the explanations indicates the explanation for one explanation Method. The attributions list in the [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation] object corresponds to the [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions] list. For example, the second element in the attributions list explains the second element in the predictions list.
repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;- Specified by:
getExplanationsOrBuilderin interfaceEvaluatedAnnotationOrBuilder
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getErrorAnalysisAnnotationsList
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;- Specified by:
getErrorAnalysisAnnotationsListin interfaceEvaluatedAnnotationOrBuilder
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getErrorAnalysisAnnotationsOrBuilderList
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;- Specified by:
getErrorAnalysisAnnotationsOrBuilderListin interfaceEvaluatedAnnotationOrBuilder
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getErrorAnalysisAnnotationsCount
public int getErrorAnalysisAnnotationsCount()Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;- Specified by:
getErrorAnalysisAnnotationsCountin interfaceEvaluatedAnnotationOrBuilder
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getErrorAnalysisAnnotations
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;- Specified by:
getErrorAnalysisAnnotationsin interfaceEvaluatedAnnotationOrBuilder
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getErrorAnalysisAnnotationsOrBuilder
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;- Specified by:
getErrorAnalysisAnnotationsOrBuilderin interfaceEvaluatedAnnotationOrBuilder
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessage
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writeTo
- Specified by:
writeToin interfacecom.google.protobuf.MessageLite- Overrides:
writeToin classcom.google.protobuf.GeneratedMessage- Throws:
IOException
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getSerializedSize
public int getSerializedSize()- Specified by:
getSerializedSizein interfacecom.google.protobuf.MessageLite- Overrides:
getSerializedSizein classcom.google.protobuf.GeneratedMessage
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equals
- Specified by:
equalsin interfacecom.google.protobuf.Message- Overrides:
equalsin classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()- Specified by:
hashCodein interfacecom.google.protobuf.Message- Overrides:
hashCodein classcom.google.protobuf.AbstractMessage
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parseFrom
public static EvaluatedAnnotation parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static EvaluatedAnnotation parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static EvaluatedAnnotation parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static EvaluatedAnnotation parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static EvaluatedAnnotation parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static EvaluatedAnnotation parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException - Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
- Throws:
IOException
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parseFrom
public static EvaluatedAnnotation parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseDelimitedFrom
- Throws:
IOException
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parseDelimitedFrom
public static EvaluatedAnnotation parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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parseFrom
public static EvaluatedAnnotation parseFrom(com.google.protobuf.CodedInputStream input) throws IOException - Throws:
IOException
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parseFrom
public static EvaluatedAnnotation parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Throws:
IOException
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newBuilderForType
- Specified by:
newBuilderForTypein interfacecom.google.protobuf.Message- Specified by:
newBuilderForTypein interfacecom.google.protobuf.MessageLite
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newBuilder
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newBuilder
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toBuilder
- Specified by:
toBuilderin interfacecom.google.protobuf.Message- Specified by:
toBuilderin interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected EvaluatedAnnotation.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent) - Overrides:
newBuilderForTypein classcom.google.protobuf.AbstractMessage
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getDefaultInstance
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parser
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getParserForType
- Specified by:
getParserForTypein interfacecom.google.protobuf.Message- Specified by:
getParserForTypein interfacecom.google.protobuf.MessageLite- Overrides:
getParserForTypein classcom.google.protobuf.GeneratedMessage
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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