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Definitions from the Web

Hyperparameters

Part of speech: noun

A hyperparameter refers to a parameter that is set before the learning process begins in machine learning algorithms. These parameters are not inherent in the data itself, but rather, they influence how the algorithm learns and make predictions.

Sample sentences:

1. In order to achieve the best results with the model, it is crucial to carefully tune the hyperparameters.
2. Increasing the value of the hyperparameter for regularization can help prevent overfitting in neural networks.

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