What does regularisation mean?
Definitions for regularisation
reg·u·lar·i·sa·tion
This dictionary definitions page includes all the possible meanings, example usage and translations of the word regularisation.
Princeton's WordNet
regularization, regularisationnoun
the condition of having been made regular (or more regular)
regulation, regularization, regularisationnoun
the act of bringing to uniformity; making regular
ChatGPT
regularisation
Regularisation is a technique used in machine learning and statistics to prevent overfitting of data by adding a penalty term to the loss function. By introducing this penalty term, the model is discouraged from learning overly complex patterns within the training data which may not actually generalize well to unseen data. Regularisation aims to create simpler models which will perform better on new, unseen data by controlling the complexity of the model, reducing variance and improving the model's interpretability. Two common types of regularisation are L1 (or Lasso) regularisation and L2 (or Ridge) regularisation.
Matched Categories
Numerology
Chaldean Numerology
The numerical value of regularisation in Chaldean Numerology is: 8
Pythagorean Numerology
The numerical value of regularisation in Pythagorean Numerology is: 7
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Translations for regularisation
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"regularisation." Definitions.net. STANDS4 LLC, 2024. Web. 26 Apr. 2024. <https://www.definitions.net/definition/regularisation>.
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