Synonyms in Detail: regressor and estimator Usage & Differences

What context can I use each word in?

Learn when and how to use these words with these examples!

regressor

Example

The linear regressor predicted the housing prices based on the square footage and location. [regressor: noun]

Example

The regressor function takes in the input data and returns the predicted output. [regressor: function]

estimator

Example

The maximum likelihood estimator calculated the most likely value of the population parameter. [estimator: noun]

Example

The estimator function uses the training data to learn the underlying patterns and make predictions on new data. [estimator: function]

Good things to know

Which word is more common?

Estimator is more commonly used than regressor in everyday language, especially in the context of machine learning and data analysis.

What’s the difference in the tone of formality between regressor and estimator?

Both regressor and estimator are technical terms used in formal contexts such as academic papers, research studies, and scientific reports.

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