SVM  antey emti ?
 machine lerning ‌ loo ,  supoort wector machiine ‌ lu  (SVM lu ,  wector nett ‌ varey ‌ laku kudaa maddatu isthaayi )  vargikarana mariyu regression visleshana choose deetaanu vislaeshimchae anubandha abhyasa algaritham ‌ lato paryavekshinchabade abhyasa namuunaalu .  sahodyogulato vladmir wapnic chetha  AT&T  bel laboratories ‌ loo abhivruddhi cheyabadindhi  ( bosar mariyu Bundi , 1992,  gayon mariyu Bundi ., 1993,  cortes mariyu wapnic , 1995,  wapnic mariyu Bundi ., 1997 loo  SVMIT  chaaala anchanalu avsaram )  wapnic  (1982, 1995)  mariyu chervonenkis  (1974)  pratipaadinchina gananka abhyasa frame ‌ varey ‌ lu ledha  VC  siddhaantam aadhaaramga padhathulu .  sikshnhaa udaaharanala samitini batti ,  prathi okkati remdu varshaalalo okadhaniki chendinadigaa gurthinchabadindi ,  ooka  SVM  sikshnhaa algoritham ooka modal ‌ nu roopondistundi ,  idi ooka vargaaniki ledha maroka vargaaniki kothha udaaharanalanu ketayinchi ,  dheenini naane - probbilistic binery liinear vargeekaranagaa chesthundu  ( plaat vento padhathulu ayinappatikee sambhaavya vargikarana setting ‌ loo  SVM ni upayoginchadaaniki scaling Pali ). SVM  remdu vargala Madhya antharam yokka vedalpunu penchadaaniki spaces ‌ loni paayint ‌ laku sikshnhaa udaaharanalanu map chesthundu .  kothha udaaharanalu tarwata adae sthalamlo map cheyabadathaai mariyu avi gap ‌ loo e vaipu ostayi aney dani aadhaaramga ooka vargaaniki chendinaviga anchana vaeyabadataayi .

 liinear vargeekaranatho patuga , SVM lu kernal trick ani piluvabadee naane - liinear vargeekarananu samardhavanthamgaa nirvahinchagalavu ,  vaati in ‌ putt ‌ lanu high - dimensionally pheechar spaces ‌ laloki parokshamgaa map chestaayi .

 hawaa seagel ‌ man mariyu vladmir wapnic ruupomdimchina supoort wector clustering algoritham ,  lebul cheyani deetaanu vargeekarinchadaaniki supoort wector machiine ‌ l algaritham ‌ loo abhivruddhi cheyabadina supoort vectors ganankalanu vartimpajestundi .[citation needed]  yea deetaa sett ‌ laku paryavekshinchabadani abhyasa vidhaanaalu avsaram .  samuhalaku deetaa yokka sahaja clustering mariyu ,  yea cluster ‌ l prakaaram kothha deetaanu map cheeyadam .
SVM  antey  "" supoort wectar machine ".  idi paryavekshinchabade abhyasa panula choose ooka machiine lerning modal .  idi  1990 lu mariyu  2000 l praarambhamlo ,  dp lerning takeophh cheyadanki mundhu prassiddhi chendhindhi .  classic usage cases binery vargikarana ,  conei dani podiginpu kudaa cheyavachu meemu regression ‌ gaaa bahulha - lebul vargeekarananu chaeyamdi kernal padhathulu naane - liinear machine lerning task ‌ lanu nirvahinchadaaniki  SVM  saamardhyaanni bagaa penchaayi .