How can I apply regularization during model training?

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Réponse

You can apply L1 and L2 regularization using the 'regL1' and 'regL2' parameters, respectively, within the 'optmlOpt' subparameter of 'nloOpts'. Both values must be non-negative.
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crfTrain

conditionalRandomFields

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Other questions about crfTrain
What are the required parameters for the crfTrain action? What does the 'model' parameter specify? What is the purpose of the crfTrain action? What is the function of the 'target' parameter? What optimization algorithms can be used for training with the crfTrain action?
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