regularized (Meaning)
regularized
to make regular by conformance to law, rules, or custom, to make regular
Synonyms & Antonyms of regularized
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FAQs About the word regularized
to make regular by conformance to law, rules, or custom, to make regular
standardized, systematic, structured, systematized, organized, methodical, orderly, neat, methodic, accurate
nonsystematic, unsystematic, haphazard,irregular, disorganized, hit-or-miss, disorderly,chaotic, unordered, disordered
The model was regularized to prevent overfitting and improve generalization.
Regularization techniques help constrain the model's complexity and reduce variance.
The L1 regularization term regularizes the model by penalizing the absolute value of the weights.
The L2 regularization term regularizes the model by penalizing the squared value of the weights.
