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public final class EvaluatedAnnotation extends GeneratedMessageV3 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
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > EvaluatedAnnotationImplements
EvaluatedAnnotationOrBuilderStatic Fields
DATA_ITEM_PAYLOAD_FIELD_NUMBER
public static final int DATA_ITEM_PAYLOAD_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER
public static final int ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER
public static final int EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
EXPLANATIONS_FIELD_NUMBER
public static final int EXPLANATIONS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
GROUND_TRUTHS_FIELD_NUMBER
public static final int GROUND_TRUTHS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
PREDICTIONS_FIELD_NUMBER
public static final int PREDICTIONS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TYPE_FIELD_NUMBER
public static final int TYPE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static EvaluatedAnnotation getDefaultInstance()
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static EvaluatedAnnotation.Builder newBuilder()
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.Builder |
newBuilder(EvaluatedAnnotation prototype)
public static EvaluatedAnnotation.Builder newBuilder(EvaluatedAnnotation prototype)
Parameter | |
---|---|
Name | Description |
prototype | EvaluatedAnnotation |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.Builder |
parseDelimitedFrom(InputStream input)
public static EvaluatedAnnotation parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static EvaluatedAnnotation parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static EvaluatedAnnotation parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static EvaluatedAnnotation parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static EvaluatedAnnotation parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static EvaluatedAnnotation parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static EvaluatedAnnotation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<EvaluatedAnnotation> parser()
Returns | |
---|---|
Type | Description |
Parser<EvaluatedAnnotation> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getDataItemPayload()
public 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];
Returns | |
---|---|
Type | Description |
Value | The dataItemPayload. |
getDataItemPayloadOrBuilder()
public 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];
Returns | |
---|---|
Type | Description |
ValueOrBuilder |
getDefaultInstanceForType()
public EvaluatedAnnotation getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation |
getErrorAnalysisAnnotations(int index)
public ErrorAnalysisAnnotation getErrorAnalysisAnnotations(int index)
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
ErrorAnalysisAnnotation |
getErrorAnalysisAnnotationsCount()
public int getErrorAnalysisAnnotationsCount()
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;
Returns | |
---|---|
Type | Description |
int |
getErrorAnalysisAnnotationsList()
public List<ErrorAnalysisAnnotation> getErrorAnalysisAnnotationsList()
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;
Returns | |
---|---|
Type | Description |
List<ErrorAnalysisAnnotation> |
getErrorAnalysisAnnotationsOrBuilder(int index)
public ErrorAnalysisAnnotationOrBuilder getErrorAnalysisAnnotationsOrBuilder(int index)
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
ErrorAnalysisAnnotationOrBuilder |
getErrorAnalysisAnnotationsOrBuilderList()
public List<? extends ErrorAnalysisAnnotationOrBuilder> getErrorAnalysisAnnotationsOrBuilderList()
Annotations of model error analysis results.
repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;
Returns | |
---|---|
Type | Description |
List<? extends com.google.cloud.aiplatform.v1.ErrorAnalysisAnnotationOrBuilder> |
getEvaluatedDataItemViewId()
public String 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.
string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
String | The evaluatedDataItemViewId. |
getEvaluatedDataItemViewIdBytes()
public 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.
string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
ByteString | The bytes for evaluatedDataItemViewId. |
getExplanations(int index)
public EvaluatedAnnotationExplanation getExplanations(int index)
Explanations of predictions. Each element of the explanations indicates the explanation for one explanation Method.
The attributions list in the EvaluatedAnnotationExplanation.explanation object corresponds to the 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;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotationExplanation |
getExplanationsCount()
public int getExplanationsCount()
Explanations of predictions. Each element of the explanations indicates the explanation for one explanation Method.
The attributions list in the EvaluatedAnnotationExplanation.explanation object corresponds to the 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;
Returns | |
---|---|
Type | Description |
int |
getExplanationsList()
public List<EvaluatedAnnotationExplanation> getExplanationsList()
Explanations of predictions. Each element of the explanations indicates the explanation for one explanation Method.
The attributions list in the EvaluatedAnnotationExplanation.explanation object corresponds to the 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;
Returns | |
---|---|
Type | Description |
List<EvaluatedAnnotationExplanation> |
getExplanationsOrBuilder(int index)
public EvaluatedAnnotationExplanationOrBuilder getExplanationsOrBuilder(int index)
Explanations of predictions. Each element of the explanations indicates the explanation for one explanation Method.
The attributions list in the EvaluatedAnnotationExplanation.explanation object corresponds to the 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;
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotationExplanationOrBuilder |
getExplanationsOrBuilderList()
public List<? extends EvaluatedAnnotationExplanationOrBuilder> getExplanationsOrBuilderList()
Explanations of predictions. Each element of the explanations indicates the explanation for one explanation Method.
The attributions list in the EvaluatedAnnotationExplanation.explanation object corresponds to the 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;
Returns | |
---|---|
Type | Description |
List<? extends com.google.cloud.aiplatform.v1.EvaluatedAnnotationExplanationOrBuilder> |
getGroundTruths(int index)
public 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.
For false positive, there are zero or more ground truth annotations that are similar to the only prediction in 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
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
Value |
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.
For false positive, there are zero or more ground truth annotations that are similar to the only prediction in 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
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
int |
getGroundTruthsList()
public List<Value> 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.
For false positive, there are zero or more ground truth annotations that are similar to the only prediction in 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
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
List<Value> |
getGroundTruthsOrBuilder(int index)
public 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.
For false positive, there are zero or more ground truth annotations that are similar to the only prediction in 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
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
ValueOrBuilder |
getGroundTruthsOrBuilderList()
public List<? extends ValueOrBuilder> 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.
For false positive, there are zero or more ground truth annotations that are similar to the only prediction in 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
repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
List<? extends com.google.protobuf.ValueOrBuilder> |
getParserForType()
public Parser<EvaluatedAnnotation> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<EvaluatedAnnotation> |
getPredictions(int index)
public 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.
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.
For false negative, there are zero or more predictions which are similar to the only ground truth annotation in ground_truths but not enough for a match.
The schema of the prediction is stored in ModelEvaluation.annotation_schema_uri
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
Value |
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.
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.
For false negative, there are zero or more predictions which are similar to the only ground truth annotation in ground_truths but not enough for a match.
The schema of the prediction is stored in ModelEvaluation.annotation_schema_uri
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
int |
getPredictionsList()
public List<Value> 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.
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.
For false negative, there are zero or more predictions which are similar to the only ground truth annotation in ground_truths but not enough for a match.
The schema of the prediction is stored in ModelEvaluation.annotation_schema_uri
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
List<Value> |
getPredictionsOrBuilder(int index)
public 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.
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.
For false negative, there are zero or more predictions which are similar to the only ground truth annotation in ground_truths but not enough for a match.
The schema of the prediction is stored in ModelEvaluation.annotation_schema_uri
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Parameter | |
---|---|
Name | Description |
index | int |
Returns | |
---|---|
Type | Description |
ValueOrBuilder |
getPredictionsOrBuilderList()
public List<? extends ValueOrBuilder> 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.
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.
For false negative, there are zero or more predictions which are similar to the only ground truth annotation in ground_truths but not enough for a match.
The schema of the prediction is stored in ModelEvaluation.annotation_schema_uri
repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
List<? extends com.google.protobuf.ValueOrBuilder> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getType()
public EvaluatedAnnotation.EvaluatedAnnotationType getType()
Output only. Type of the EvaluatedAnnotation.
.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.EvaluatedAnnotationType | The type. |
getTypeValue()
public int getTypeValue()
Output only. Type of the EvaluatedAnnotation.
.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns | |
---|---|
Type | Description |
int | The enum numeric value on the wire for type. |
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];
Returns | |
---|---|
Type | Description |
boolean | Whether the dataItemPayload field is set. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public EvaluatedAnnotation.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected EvaluatedAnnotation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public EvaluatedAnnotation.Builder toBuilder()
Returns | |
---|---|
Type | Description |
EvaluatedAnnotation.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |