Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ErrorAnalysisAnnotation.
Model error analysis for each annotation.
Generated from protobuf message google.cloud.aiplatform.v1.ErrorAnalysisAnnotation
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ attributed_items |
array<Google\Cloud\AIPlatform\V1\ErrorAnalysisAnnotation\AttributedItem>
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type. |
↳ query_type |
int
The query type used for finding the attributed items. |
↳ outlier_score |
float
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items. |
↳ outlier_threshold |
float
The threshold used to determine if this annotation is an outlier or not. |
getAttributedItems
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField | |
setAttributedItems
Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
| Parameter | |
|---|---|
| Name | Description |
var |
array<Google\Cloud\AIPlatform\V1\ErrorAnalysisAnnotation\AttributedItem>
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getQueryType
The query type used for finding the attributed items.
| Returns | |
|---|---|
| Type | Description |
int | |
setQueryType
The query type used for finding the attributed items.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getOutlierScore
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
| Returns | |
|---|---|
| Type | Description |
float | |
setOutlierScore
The outlier score of this annotated item. Usually defined as the min of all distances from attributed items.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getOutlierThreshold
The threshold used to determine if this annotation is an outlier or not.
| Returns | |
|---|---|
| Type | Description |
float | |
setOutlierThreshold
The threshold used to determine if this annotation is an outlier or not.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |