Remove ms.subservice = rai paired with ms.service = machine-learning. Replaced by ms.subservice = responsible-ai paired with ms.service = azure-machine-learning

Docs Allowlist Management · Docs Allowlist Management · commit 8fcfeec4ead1 · 2024-07-31T03:38:17.000Z
diff --git a/articles/machine-learning/concept-causal-inference.md b/articles/machine-learning/concept-causal-inference.md
@@ -3,8 +3,8 @@ title: Make data-driven policies and influence decision-making
 titleSuffix: Azure Machine Learning
 description: Make data-driven decisions and policies with the Responsible AI dashboard's integration of the causal analysis tool EconML.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-counterfactual-analysis.md b/articles/machine-learning/concept-counterfactual-analysis.md
@@ -3,8 +3,8 @@ title: Counterfactuals analysis and what-if
 titleSuffix: Azure Machine Learning
 description: Generate diverse counterfactual examples with feature perturbations to see minimal changes required to achieve desired prediction with the Responsible AI dashboard's integration of DiCE machine learning.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-data-analysis.md b/articles/machine-learning/concept-data-analysis.md
@@ -3,8 +3,8 @@ title: Understand your datasets
 titleSuffix: Azure Machine Learning
 description: Perform exploratory data analysis to understand feature biases and imbalances by using the Responsible AI dashboard's data analysis.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-error-analysis.md b/articles/machine-learning/concept-error-analysis.md
@@ -3,8 +3,8 @@ title: Assess errors in machine learning models
 titleSuffix: Azure Machine Learning
 description: Assess model error distributions in different cohorts of your dataset with the Responsible AI dashboard's integration of error analysis.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-fairness-ml.md b/articles/machine-learning/concept-fairness-ml.md
@@ -3,8 +3,8 @@ title: Machine learning fairness
 titleSuffix: Azure Machine Learning
 description: Learn about machine learning fairness and how the Fairlearn Python package can help you assess and mitigate unfairness. 
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic: conceptual
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-responsible-ai-dashboard.md b/articles/machine-learning/concept-responsible-ai-dashboard.md
@@ -3,8 +3,8 @@ title: Assess AI systems and make data-driven decisions with Azure Machine Learn
 titleSuffix: Azure Machine Learning
 description: Learn how to use the comprehensive UI and SDK/YAML components in the Responsible AI dashboard to debug your machine learning models and make data-driven decisions.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-responsible-ai-scorecard.md b/articles/machine-learning/concept-responsible-ai-scorecard.md
@@ -3,8 +3,8 @@ title: Share Responsible AI insights and make data-driven decisions with Azure M
 titleSuffix: Azure Machine Learning
 description: Learn about how to use the Responsible AI scorecard to share responsible AI insights from your machine learning models and make data-driven decisions with non-technical and technical stakeholders.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  conceptual
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-responsible-ai.md b/articles/machine-learning/concept-responsible-ai.md
@@ -3,8 +3,8 @@ title: What is Responsible AI
 titleSuffix: Azure Machine Learning
 description: Learn what Responsible AI is and how to use it with Azure Machine Learning to understand models, protect data, and control the model lifecycle.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic: conceptual
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/concept-sourcing-human-data.md b/articles/machine-learning/concept-sourcing-human-data.md
@@ -3,8 +3,8 @@ title: Manually sourcing human data for AI development
 description: Learn best practices for mitigating potential harm to people—especially in vulnerable groups—and building balanced datasets when collecting human data manually.
 author: lgayhardt
 ms.author: lagayhar
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.reviewer: nhudo
 ms.topic: conceptual 
 ms.date: 12/30/2023
diff --git a/articles/machine-learning/how-to-responsible-ai-dashboard.md b/articles/machine-learning/how-to-responsible-ai-dashboard.md
@@ -3,8 +3,8 @@ title: Use the Responsible AI dashboard in Azure Machine Learning studio
 titleSuffix: Azure Machine Learning
 description: Learn how to use the various tools and visualization charts in the Responsible AI dashboard in Azure Machine Learning.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
diff --git a/articles/machine-learning/how-to-responsible-ai-image-dashboard.md b/articles/machine-learning/how-to-responsible-ai-image-dashboard.md
@@ -3,8 +3,8 @@ title: Use the Responsible AI image dashboard
 titleSuffix: Azure Machine Learning
 description: Learn how to use the tools and visualizations in the Azure Machine Learning studio Responsible AI (RAI) image dashboard.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
diff --git a/articles/machine-learning/how-to-responsible-ai-insights-ui.md b/articles/machine-learning/how-to-responsible-ai-insights-ui.md
@@ -3,8 +3,8 @@ title: Generate Responsible AI insights in the studio UI
 titleSuffix: Azure Machine Learning
 description: Learn how to generate a Responsible AI insights with no-code experience in the Azure Machine Learning studio UI.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
diff --git a/articles/machine-learning/how-to-responsible-ai-scorecard.md b/articles/machine-learning/how-to-responsible-ai-scorecard.md
@@ -3,8 +3,8 @@ title: Use Responsible AI scorecard (preview) in Azure Machine Learning
 titleSuffix: Azure Machine Learning
 description: Share insights with non-technical business stakeholders by exporting a PDF Responsible AI scorecard from Azure Machine Learning.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.author: lagayhar
 author: lgayhardt
diff --git a/articles/machine-learning/how-to-responsible-ai-text-dashboard.md b/articles/machine-learning/how-to-responsible-ai-text-dashboard.md
@@ -3,8 +3,8 @@ title: Use the responsible AI text dashboard
 titleSuffix: Azure Machine Learning
 description: Learn how to use the tools and visualizations in the Azure Machine Learning studio Responsible AI (RAI) text dashboard.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
diff --git a/articles/machine-learning/how-to-responsible-ai-text-insights.md b/articles/machine-learning/how-to-responsible-ai-text-insights.md
@@ -3,8 +3,8 @@ title: Generate responsible AI text insights with YAML and Python
 titleSuffix: Azure Machine Learning
 description: Learn how the Azure Machine Learning Responsible AI (RAI) text insights component generates a RAI text dashboard by using a pipeline in Python or YAML.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
diff --git a/articles/machine-learning/how-to-responsible-ai-vision-insights.md b/articles/machine-learning/how-to-responsible-ai-vision-insights.md
@@ -3,8 +3,8 @@ title: Generate Responsible AI vision insights with YAML and Python
 titleSuffix: Azure Machine Learning
 description: Learn how to generate an Azure Machine Learning Responsible AI (RAI) image dashboard by using the vision insights component in a Python or YAML pipeline.
 services: machine-learning
-ms.service: machine-learning
-ms.subservice: rai
+ms.service: azure-machine-learning
+ms.subservice: responsible-ai
 ms.topic:  how-to
 ms.reviewer: None
 ms.author: lagayhar
