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11-8-2021 merge conflict: Fixed bookmarks
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articles/cognitive-services/language-service/custom-classification/how-to/call-api.md

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* Reviewed the [model evaluation details](view-model-evaluation.md) to determine how your model is performing.
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* (optional) [Made improvements](improve-model.md) to your model if its performance isn't satisfactory.
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See the [application development lifecycle](../overview.md#application-development-lifecycle) for more information.
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See the [application development lifecycle](../overview.md#project-development-lifecycle) for more information.
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## Deploy your model
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articles/cognitive-services/language-service/custom-classification/how-to/design-schema.md

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# How to prepare data and define a schema
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In order to create a custom classification model, you will need quality data to train it. This article covers how you should approach selecting and preparing your data, along with defining a schema. A schema defines the classes that you need your model to classify your text into at runtime, and is the first step of [developing a custom classification application](../overview.md#application-development-lifecycle).
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In order to create a custom classification model, you will need quality data to train it. This article covers how you should approach selecting and preparing your data, along with defining a schema. A schema defines the classes that you need your model to classify your text into at runtime, and is the first step of [developing a custom classification application](../overview.md#project-development-lifecycle).
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## Data selection

articles/cognitive-services/language-service/custom-classification/how-to/improve-model.md

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* Reviewed the [model evaluation details](view-model-evaluation.md) to determine how your model is performing.
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* Familiarized yourself with the [evaluation metrics](../concepts/evaluation.md) used for evaluation
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See the [application development lifecycle](../overview.md#application-development-lifecycle) for more information.
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See the [application development lifecycle](../overview.md#project-development-lifecycle) for more information.
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## Review test set predictions
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articles/cognitive-services/language-service/custom-classification/how-to/tag-data.md

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* [A successfully created project](create-project.md) with a configured Azure blob storage account,
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* Text data that has [been uploaded](create-project.md#prepare-training-data) to your storage account.
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See the [application development lifecycle](../overview.md#application-development-lifecycle) for more information.
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See the [application development lifecycle](../overview.md#project-development-lifecycle) for more information.
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<!--Tagging your data will let you [train your model](train-model.md), [evaluate it](train-model.md), and use it to [classify text](call-api.md).-->
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articles/cognitive-services/language-service/custom-classification/how-to/train-model.md

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* Text data that has [been uploaded](create-project.md#prepare-training-data) to your storage account.
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* [Tagged data](tag-data.md)
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See the [application development lifecycle](../overview.md#application-development-lifecycle) for more information.
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See the [application development lifecycle](../overview.md#project-development-lifecycle) for more information.
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## Data splits
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articles/cognitive-services/language-service/custom-classification/how-to/view-model-evaluation.md

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* [Tagged data](tag-data.md)
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* A successfully [trained model](train-model.md)
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See the [application development lifecycle](../overview.md#application-development-lifecycle) for more information.
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See the [application development lifecycle](../overview.md#project-development-lifecycle) for more information.
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## Model evaluation
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