regularizer Definition
- 1a substance or process that makes something regular or consistent
- 2a mathematical technique used to prevent overfitting in machine learning models
Using regularizer: Examples
Take a moment to familiarize yourself with how "regularizer" can be used in various situations through the following examples!
Example
The regularizer ensures that the model does not overfit the training data.
Example
The ingredient acts as a regularizer, keeping the consistency of the mixture uniform.
Example
The software uses a regularizer to prevent the neural network from memorizing the training data.
regularizer Synonyms and Antonyms
Synonyms for regularizer
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Summary: regularizer in Brief
A 'regularizer' [ˈrɛɡjʊləraɪzər] is a substance or process that maintains consistency or uniformity. In machine learning, it refers to a mathematical technique that prevents overfitting in models. Examples include using a regularizer to prevent a neural network from memorizing the training data.
