tfma.MetricsSpec
Stay organized with collections
Save and categorize content based on your preferences.
A ProtocolMessage
Used in the notebooks
Attributes |
aggregate
|
AggregationOptions aggregate
|
binarize
|
BinarizationOptions binarize
|
cross_slice_thresholds
|
repeated CrossSliceThresholdsEntry cross_slice_thresholds
|
example_weights
|
ExampleWeightOptions example_weights
|
metrics
|
repeated MetricConfig metrics
|
model_names
|
repeated string model_names
|
output_names
|
repeated string output_names
|
output_weights
|
repeated OutputWeightsEntry output_weights
|
per_slice_thresholds
|
repeated PerSliceThresholdsEntry per_slice_thresholds
|
query_key
|
string query_key
|
thresholds
|
repeated ThresholdsEntry thresholds
|
Child Classes
class CrossSliceThresholdsEntry
class OutputWeightsEntry
class PerSliceThresholdsEntry
class ThresholdsEntry
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tfma.MetricsSpec\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/model-analysis/blob/v0.46.0/tensorflow_model_analysis/proto/config.proto) |\n\nA ProtocolMessage\n\n### Used in the notebooks\n\n| Used in the tutorials |\n|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| - [Better ML Engineering with ML Metadata](https://www.tensorflow.org/tfx/tutorials/mlmd/mlmd_tutorial) - [TFX Estimator Component Tutorial](https://www.tensorflow.org/tfx/tutorials/tfx/components) - [TFX Keras Component Tutorial](https://www.tensorflow.org/tfx/tutorials/tfx/components_keras) - [Model analysis using TFX Pipeline and TensorFlow Model Analysis](https://www.tensorflow.org/tfx/tutorials/tfx/penguin_tfma) |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|--------------------------|-------------------------------------------------------------|\n| `aggregate` | `AggregationOptions aggregate` |\n| `binarize` | `BinarizationOptions binarize` |\n| `cross_slice_thresholds` | `repeated CrossSliceThresholdsEntry cross_slice_thresholds` |\n| `example_weights` | `ExampleWeightOptions example_weights` |\n| `metrics` | `repeated MetricConfig metrics` |\n| `model_names` | `repeated string model_names` |\n| `output_names` | `repeated string output_names` |\n| `output_weights` | `repeated OutputWeightsEntry output_weights` |\n| `per_slice_thresholds` | `repeated PerSliceThresholdsEntry per_slice_thresholds` |\n| `query_key` | `string query_key` |\n| `thresholds` | `repeated ThresholdsEntry thresholds` |\n\n\u003cbr /\u003e\n\nChild Classes\n-------------\n\n[`class CrossSliceThresholdsEntry`](../tfma/MetricsSpec/CrossSliceThresholdsEntry)\n\n[`class OutputWeightsEntry`](../tfma/MetricsSpec/OutputWeightsEntry)\n\n[`class PerSliceThresholdsEntry`](../tfma/MetricsSpec/PerSliceThresholdsEntry)\n\n[`class ThresholdsEntry`](../tfma/MetricsSpec/ThresholdsEntry)"]]