Reference documentation and code samples for the Google Cloud Document Ai V1 Client class MultiConfidenceMetrics.
Metrics across multiple confidence levels.
Generated from protobuf message google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ confidence_level_metrics |
array<Google\Cloud\DocumentAI\V1\Evaluation\ConfidenceLevelMetrics>
Metrics across confidence levels with fuzzy matching enabled. |
↳ confidence_level_metrics_exact |
array<Google\Cloud\DocumentAI\V1\Evaluation\ConfidenceLevelMetrics>
Metrics across confidence levels with only exact matching. |
↳ auprc |
float
The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds. |
↳ estimated_calibration_error |
float
The Estimated Calibration Error (ECE) of the confidence of the predicted entities. |
↳ auprc_exact |
float
The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only. |
↳ estimated_calibration_error_exact |
float
The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only. |
↳ metrics_type |
int
The metrics type for the label. |
getConfidenceLevelMetrics
Metrics across confidence levels with fuzzy matching enabled.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField | |
setConfidenceLevelMetrics
Metrics across confidence levels with fuzzy matching enabled.
| Parameter | |
|---|---|
| Name | Description |
var |
array<Google\Cloud\DocumentAI\V1\Evaluation\ConfidenceLevelMetrics>
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getConfidenceLevelMetricsExact
Metrics across confidence levels with only exact matching.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField | |
setConfidenceLevelMetricsExact
Metrics across confidence levels with only exact matching.
| Parameter | |
|---|---|
| Name | Description |
var |
array<Google\Cloud\DocumentAI\V1\Evaluation\ConfidenceLevelMetrics>
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getAuprc
The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.
| Returns | |
|---|---|
| Type | Description |
float | |
setAuprc
The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getEstimatedCalibrationError
The Estimated Calibration Error (ECE) of the confidence of the predicted entities.
| Returns | |
|---|---|
| Type | Description |
float | |
setEstimatedCalibrationError
The Estimated Calibration Error (ECE) of the confidence of the predicted entities.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getAuprcExact
The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.
| Returns | |
|---|---|
| Type | Description |
float | |
setAuprcExact
The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getEstimatedCalibrationErrorExact
The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.
| Returns | |
|---|---|
| Type | Description |
float | |
setEstimatedCalibrationErrorExact
The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getMetricsType
The metrics type for the label.
| Returns | |
|---|---|
| Type | Description |
int | |
setMetricsType
The metrics type for the label.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |