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🇮🇳Hindi Source WordCode: HI

बेयसियन अनुमान

Pronunciation / Transliteration: beyasiyan anumaan

🇬🇧 Direct English Meaning:
Bayesian Inference/ˈbeɪ.zi.ən ˈɪn.fər.əns/
nounCEFR C2 (Proficient)Top #14500 frequency
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🇮🇳 Example Sentence in Hindi:

"मशीन लर्निंग में बेयसियन अनुमान का उपयोग किया जाता है।"

Comprehensive Definitions & Senses

2 senses
As noun
  1. 1

    A method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence or information becomes available.

    "Bayesian inference is widely used in machine learning to update model parameters as new data arrives."
  2. 2

    The process of deriving logical conclusions and updating beliefs under uncertainty by combining prior knowledge with observed data.

    "Medical diagnostics often rely on Bayesian inference to determine the likelihood of a disease given positive test results."
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Linguistic Origin & Historical Etymology

Derived from the proper name of Reverend Thomas Bayes, an 18th-century English statistician and Presbyterian minister who formulated a specific case of the theorem, combined with 'inference' from the Latin 'inferre' meaning 'to bring in or conclude'. The modern statistical application was extensively developed and named during the 20th century to describe probability updating.

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