Module: tfma.evaluators
Stay organized with collections
Save and categorize content based on your preferences.
Init module for TensorFlow Model Analysis evaluators.
Classes
class Evaluator: Evaluator(stage_name, run_after, ptransform)
Functions
AnalysisTableEvaluator(...): Creates an Evaluator for returning Extracts data for analysis.
MetricsAndPlotsEvaluator(...): Creates an Evaluator for evaluating metrics and plots.
MetricsPlotsAndValidationsEvaluator(...): Creates an Evaluator for evaluating metrics and plots.
verify_evaluator(...): Verifies evaluator is matched with an extractor.
Type Aliases
Evaluation
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,["# Module: tfma.evaluators\n\n\u003cbr /\u003e\n\n|-------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/model-analysis/blob/v0.46.0/tensorflow_model_analysis/evaluators/__init__.py) |\n\nInit module for TensorFlow Model Analysis evaluators.\n\nClasses\n-------\n\n[`class Evaluator`](../tfma/evaluators/Evaluator): Evaluator(stage_name, run_after, ptransform)\n\nFunctions\n---------\n\n[`AnalysisTableEvaluator(...)`](../tfma/evaluators/AnalysisTableEvaluator): Creates an Evaluator for returning Extracts data for analysis.\n\n[`MetricsAndPlotsEvaluator(...)`](../tfma/evaluators/MetricsAndPlotsEvaluator): Creates an Evaluator for evaluating metrics and plots.\n\n[`MetricsPlotsAndValidationsEvaluator(...)`](../tfma/evaluators/MetricsPlotsAndValidationsEvaluator): Creates an Evaluator for evaluating metrics and plots.\n\n[`verify_evaluator(...)`](../tfma/evaluators/verify_evaluator): Verifies evaluator is matched with an extractor.\n\nType Aliases\n------------\n\n[`Evaluation`](../tfma/evaluators/Evaluation)"]]
View source on GitHub