Used in a Sentence

regularization

How to use regularization in a sentence. Example sentences and definitions for regularization.

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Editorial note

I have tried logistic regressions with regularization, and they tended to give me same or worse results.

Examples5
Definitions2
Parts of speech1

Quick take

the condition of having been made regular (or more regular)

Meaning at a glance

The clearest senses and uses of regularization gathered in one view.

noun

the condition of having been made regular (or more regular)

noun

the act of bringing to uniformity; making regular

Definitions

Core meanings and parts of speech for regularization.

noun

the condition of having been made regular (or more regular)

See also: regularisation

Example sentences

1

I have tried logistic regressions with regularization, and they tended to give me same or worse results.

2

Without suitable regularization, it'll be even worse with regards to the number of datapoints you need though.

3

However, regularization methods like dropout help a lot, and I've found it's easier to think of neural networks as "feature learners".

4

You don't figure out Dirichlet allocation and principal components and matrix regularization hacking away in your garage.

5

In machine learning, regularization or picking a proper prior and things like Minimum Description length in forming networks are instances of penalizing complexity for better predictive power.

Frequently asked questions

Short answers drawn from the clearest meanings and examples for this word.

How do you use regularization in a sentence?

I have tried logistic regressions with regularization, and they tended to give me same or worse results.

What does regularization mean?

the condition of having been made regular (or more regular)

What part of speech is regularization?

regularization is commonly used as noun.