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TRUNCATED Definition & Meaning - Merriam-Webster
1. a : cut short : curtailed a truncated schedule b : lacking an expected or normal element (such as a syllable) at the beginning or end : catalectic www.merriam-webster.com
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TRUNCATED Definition & Meaning - Dictionary.com
adjective shortened by or as if by having a part cut off; cut short: an unnecessarily truncated essay. (of a geometric figure or solid) having the apex, vertex ... www.dictionary.com
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TRUNCATED Synonyms: 66 Similar and Opposite Words
Synonyms for TRUNCATED: shortened, abbreviated, reduced, curtailed, abridged, syncopated, docked, trimmed; Antonyms of TRUNCATED: extended, elongated, ... www.merriam-webster.com
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truncated
truncated, ppl. a. (ˈtrʌŋkeɪtɪd, -ˈkeɪt-) [f. L. truncāt-us, pa. pple. of truncāre (see prec.) + -ed1 2, or f. prec. + -ed1.] Cut short (actually or apparently); having a part cut off, or of such a form as if a part were cut off. 1. Her. Of a cross or tree: Having the arms or boughs cut off, so as n... Oxford English Dictionary
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Truncated Sentences – what they are, how to use them, and why…
TRUNCATE Verb Past tense: truncated; past participle: truncated 1. Shorten (something) by cutting off the top or the end. “a truncated cone shape” When you ... englishlive.ef.com
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TRUNCATE definition in American English - Collins Dictionary
3 senses: (trʌŋˈkeɪt , ˈtrʌŋkeɪt ) 1. to shorten by cutting off a part, end, or top (ˈtrʌŋkeɪt ) 2. cut short; truncated. www.collinsdictionary.com
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Truncated mean - Wikipedia
A truncated mean or trimmed mean is a statistical measure of central tendency, much like the mean and median.It involves the calculation of the mean after discarding given parts of a probability distribution or sample at the high and low end, and typically discarding an equal amount of both. This number of points to be discarded is usually given as a percentage of the total number of points ...
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Truncate - Definition, Meaning & Synonyms - Vocabulary.com
The verb truncate means "to cut off or shorten." You can truncate a board that is too long using a power saw, a chain saw, or perhaps even a karate kick. www.vocabulary.com
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truncated - Wiktionary, the free dictionary
Adjective · Deprived of one of its parts or of its end (e.g., a line of poetry with one syllable fewer in one of its feet). · Ending abruptly as if cut across ... en.wiktionary.org
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130 Synonyms & Antonyms for TRUNCATED | Thesaurus.com
truncated · damaged · disabled · game · halt · harmed · hobbled · hurt · incapacitated · injured · lame · mutilated · wounded. Weak matches. crippled ... www.thesaurus.com
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TRUNCATED | definition in the Cambridge English Dictionary
made shorter or quicker, especially by removing the end of something: The book is also published in a miniature and truncated version. dictionary.cambridge.org
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Ultimate Guide For Using Truncated SVD For Dimensionality Reduction ...
Oct 11, 2023SVD is a powerful matrix factorization technique that can be used for various applications, including data compression, feature extraction, and collaborative filtering. SVD can capture the underlying structure of the data and reduce the dimensionality of the problem, which can be useful for visualization and other downstream tasks.
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Beginners Guide To Truncated SVD For Dimensionality Reduction
SVD is a popular method for dimensionality reduction. However, it works better with sparse data. Here sparse data refers to the data with many zero values. There are many cases where sparse data gets generated, like in a recommendation system of products in an e-commerce website where every user can give a rating or review. Still, many of them ...
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Are reduced SVD and truncated SVD the same thing?
Note, both reduced SVD and full SVD results in the original A with no information loss. In truncated SVD, we take k largest singular values ( 0 < k < r, thus truncated) and their corresponding left and right singular vectors, Am×n ≈ Ut m×k,Σt k×k,VTt k×n. A constructed via truncated SVD is an approximation to the original A.
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What fast algorithms exist for computing truncated SVD?
The simplest iterative algorithm is called power iteration and is indeed very simple: Initialize random x x. Update x ← Ax x ← A x. Normalize x ← x/∥x∥ x ← x / ‖ x ‖. Goto step #2 unless converged. All the more complex algorithms are ultimately based on the power iteration idea, but do get quite sophisticated.
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