Regularized least-squares Related Words

examples: winter,  understanding,  cloud

Here are some words that are associated with regularized least-squares: ordinary least squares, regularization, tikhonov regularization, least squares, covariance, ill-posed problem, generalization error, rank, bayesian inference, prior probability, symmetric, symmetric function, positive-definite kernel function, hinge loss, support vector machine, support vector regression, representer theorem, gaussian kernel, residual sum of squares, gauss–markov theorem, machine learning, log-likelihood, cholesky decomposition, positive definite, kernel trick, hilbert space, ridge regression, mercer's theorem, orthonormal basis, covariance matrix. You can get the definitions of these regularized least-squares related words by clicking on them. Also check out describing words for regularized least-squares and find more words related to regularized least-squares using ReverseDictionary.org

Words Related to regularized least-squares

Below is a list of words related to regularized least-squares. You can click words for definitions. Sorry if there's a few unusual suggestions! The algorithm isn't perfect, but it does a pretty good job for common-ish words. Here's the list of words that are related to regularized least-squares:

ordinary least squares regularization tikhonov regularization least squares covariance ill-posed problem generalization error rank bayesian inference prior probability symmetric symmetric function positive-definite kernel function hinge loss support vector machine support vector regression representer theorem gaussian kernel residual sum of squares gauss–markov theorem machine learning log-likelihood cholesky decomposition positive definite kernel trick hilbert space
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ridge regression mercer's theorem orthonormal basis covariance matrix gaussian distribution prior distribution l2 norm mean square error lasso regression l1 norm quadratic programming convex optimization least-angle regression l0 norm

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Words Related to regularized least-squares

As you've probably noticed, words related to "regularized least-squares" are listed above. According to the algorithm that drives this word similarity engine, the top 5 related words for "regularized least-squares" are: ordinary least squares, regularization, tikhonov regularization, least squares, and covariance. There are 35 other words that are related to or similar to regularized least-squares listed above. Hopefully the generated list of regularized least-squares related words above suit your needs.

P.S. There are some problems that I'm aware of, but can't currently fix (because they are out of the scope of this project). The main one is that individual words can have many different senses (meanings), so when you search for a word like mean, the engine doesn't know which definition you're referring to ("bullies are mean" vs. "what do you mean?", etc.), so consider that your search query for words like regularized least-squares may be a bit ambiguous to the engine in that sense, and the related terms that are returned may reflect this. You might also be wondering: What type of word is regularized least-squares?

Also check out regularized least-squares words on relatedwords.io for another source of associations.

Related Words

Related Words runs on several different algorithms which compete to get their results higher in the list. One such algorithm uses word embedding to convert words into many dimensional vectors which represent their meanings. The vectors of the words in your query are compared to a huge database of of pre-computed vectors to find similar words. Another algorithm crawls through Concept Net to find words which have some meaningful relationship with your query. These algorithms, and several more, are what allows Related Words to give you... related words - rather than just direct synonyms.

As well as finding words related to other words, you can enter phrases and it should give you related words and phrases, so long as the phrase/sentence you entered isn't too long. You will probably get some weird results every now and then - that's just the nature of the engine in its current state.

Special thanks to the contributors of the open-source code that was used to bring you this list of regularized least-squares themed words: @Planeshifter, @HubSpot, Concept Net, WordNet, and @mongodb.

There is still lots of work to be done to get this to give consistently good results, but I think it's at the stage where it could be useful to people, which is why I released it.

Please note that Related Words uses third party scripts (such as Google Analytics and advertisements) which use cookies. To learn more, see the privacy policy.

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