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{{WikiProject banner shell|class=
C|1=
{{WikiProject Computing |importance=Low}}
''''''Some math''''''▼
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{{Technical|date=September 2010}}▼
An expression occurring in existential sentences. "For some x" is the same as " exists x." Unlike in everyday language, it is does not necessarily refer to a plurality of elements, and so might be more clearly represented in colloquial English as "for at least one." ([[User:Turkialjrees|Turkialjrees]] ([[User talk:Turkialjrees|talk]]) 16:44, 14 March 2015 (UTC)).
During some of my colleges I got some math what could be nice to be on this page. only I don't have enough mathimatical background to prove the used maths.
== The Math ==
create set of prototypes = <math>w^1,w^2,\dots,w^K, w^k \in \mathbb{R}^n</math>
the data = <math>\xi^1,\xi^2,\dots,\xi^p, \xi^k \in \mathbb{R}^n</math>
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[[User:Spidfire|Spidfire]] ([[User talk:Spidfire|talk]]) 15:29, 31 January 2013 (UTC)
==
also want to see pictures <span style="font-size: smaller;" class="autosigned">—Preceding [[Wikipedia:Signatures|unsigned]] comment added by [[Special:Contributions/138.246.7.74|138.246.7.74]] ([[User talk:138.246.7.74|talk]]) 13:50, 15 July 2010 (UTC)</span><!-- Template:UnsignedIP --> <!--Autosigned by SineBot-->▼
▲{{Technical|date=September 2010}}
Damn. This article made me feel dumb. --[[User:NoPetrol|NoPetrol]] 06:41, 24 Nov 2004 (UTC)
:I have modified the article to give a clear explanation of what vector quantization is, together with some uses for it. It still needs tidying up and referencing [[User:Pogsquog|Pog]] 21:46, 1 August 2007 (UTC)
▲::also want to see pictures <span style="font-size: smaller;" class="autosigned">—Preceding [[Wikipedia:Signatures|unsigned]] comment added by [[Special:Contributions/138.246.7.74|138.246.7.74]] ([[User talk:138.246.7.74|talk]]) 13:50, 15 July 2010 (UTC)</span><!-- Template:UnsignedIP --> <!--Autosigned by SineBot-->
== Unclear sentence ==
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What does "<distance-sensitivity>" mean? Does it mean sensitivity? Or does it mean distance minus sensitivity? -[[User:Pgan002|Pgan002]] 00:17, 18 August 2007 (UTC)
I expanded it as distance minus sensitivity. But I think this is not a very good algorithm, and it may have been original research. So I added citation-needed because we need an established algorithm from e.g. some book. <!-- Template:Unsigned IP --><small class="autosigned">— Preceding [[Wikipedia:Signatures|unsigned]] comment added by [[Special:Contributions/213.16.80.50|213.16.80.50]] ([[User talk:213.16.80.50#top|talk]]) 14:42, 8 November 2016 (UTC)</small> <!--Autosigned by SineBot-->
== Spam ==
Why the hell is there a picture of an aeroplane on this page? <small>—Preceding [[Wikipedia:Signatures|unsigned]] comment added by [[User:Criffer|Criffer]] ([[User talk:Criffer|talk]] • [[Special:Contributions/Criffer|contribs]]) 16:24, 11 October 2007 (UTC)</small><!-- Template:Unsigned --> <!--Autosigned by SineBot-->
== Definition ==
Is there a kind of '''agreed''' definition on this term?
At least [http://www.mqasem.net/vectorquantization/vq.html] attempts to define it. Should Wikipedia adopt this definition? Are there alternative definitions somewhere?
[[User:Arkadi kagan|Arkadi kagan]] ([[User talk:Arkadi kagan|talk]]) 21:11, 25 January 2010 (UTC)
:Another option from [http://www.answers.com/topic/vector-quantization]:
:<blockquote>A [[data compression]] technique in which a finite sequence of values is presented as resembling the template (from among the choices available to a given [[codebook]]) that minimizes a [[Distortion (mathematics)|distortion measure]].</blockquote>
:[[User:Arkadi kagan|Arkadi kagan]] ([[User talk:Arkadi kagan|talk]]) 08:38, 28 January 2010 (UTC)
== Use in data compression ==
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I would not call this difference "approximately the same". Or am i missing something?
== VERY approximate ==
From my limited experience, it seems most groups will have similar numbers, but a few groups (clusters) will have very few or very many elements assigned to it. So most clusters (maybe 60~80 %) will have a similar number of elements, but the remainder will have very few or very many elements.
[[User:Hydradix|Hydradix]] ([[User talk:Hydradix|talk]]) 04:53, 13 October 2014 (UTC)
== No mention of LBG or other methods ==
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=== update ===
I decided to be bold, and added in-page links to LBG and K-Means... I also added LBG to the References.... I tried/wanted to add Enhanced LBG to External References, but when I tired Wikipedia Preview the link would always fail (http://anale-informatica.tibiscus.ro/download/lucrari/2-1-02-balint.pdf) so ELBG was not referenced. <small><span class="autosigned">— Preceding [[Wikipedia:Signatures|unsigned]] comment added by [[User:Hydradix|Hydradix]] ([[User talk:Hydradix|talk]] • [[Special:Contributions/Hydradix|contribs]]) 08:34, 5 October 2014 (UTC)</span></small><!-- Template:Unsigned --> <!--Autosigned by SineBot-->
== Article is too technical and abstract ==
I have no mathematical background. Despite my interest in signal processing, I didn't understand a word of the lede and used external information to add a sentence for the mortals among us. Once I gain a good understanding of the topic, I will update the article with more understandable information. --[[User:Holzklöppel|Holzklöppel]] ([[User talk:Holzklöppel|talk]]) 09:32, 11 October 2023 (UTC)
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