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# Classifier Training Options

After you create a new classifier, you can set training options for it.

Set or modify training options using the actions `SetClassifierTrainingOption` and `UnsetClassifierTrainingOption`. When you change a training option all training associated with the classifier becomes invalid and you must retrain the classifier using the `BuildClassifier` action. For more information about these actions, refer to the Media Server Reference.

You can set the following training options:

Training Option | Description | Default value
--- | --- | ---
`classifierType` | The type of classifier that you want to train: `CNN` - Convolutional Neural Network. `Bayesian` (deprecated) `Maxvote` (deprecated) For information about each type of classifier, see Classifier Types | CNN
`iterations` | The number of iterations to perform when training a neural network classifier. For information about how to set this training option, see Classifier Types. | 500

For an example that shows how to add a new classifier and set training options, see Create a Classifier.

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