saadhaaranavalkkaranam (sthithivivarakkanakkukal)

sthithivivarakkanakkukalim sthithivivarakkanakkukalu prayogangalilum, saadhaaranavalkkaranathinu niravadhi ardhangal undakam. ettavum lalithamaaya sandarbhangalil, rettingukalude normalisation ennaal vyathyastha skeyilukalil alakkunna moolyangal palappozhum sharaasharikk munbu oru saangalppika saadhaarana skaililekku krameekarikkuka ennaanu. kooduthal sankeernamaaya kesukalil, krameekaricha moolyangalude muzhuvan probability vitharanangalum vinyaasathilekku konduvarika ennathaanu normalisation uddeshikkunnathu. vidyaabhyaasa moolyanirnnayathile skorukal saadhaarana nilayilaakkunna saahacharyathil, vitharanangal oru saadhaarana vitharanavumayi vinyasikkanulla uddeshyam undayirikkaam. probability vitharanagalude normalisation sambandhicha mattoru sameepanam kwandyle normalisationaanu, avide vyathyastha alavukalude kwaandailukal vinyaasathilekku konduvarunnu.
sthithivivarakkanakkukali mattoru upayogathil, normalisation ennathu sthithivivarakkanakkukalu mattiyathum skeyil cheythathumaaya pathippukal srishtikkunnathine soochippikkunnu, avide eee normalise cheytha moolyangal chila motha swaadheenangalude phalangal illaathaakkunna vidhathil vyathyastha daattaasettukalkkaayi anubandha normalise cheytha moolyangalude thaarathamyam anuvadikkuka ennathaanu uddeshyam, oru aswaabhaavika samaya shreniyil. chila tharatthilulla normalisationil chila valuppa veriyabilukalumaayi bandhapetta moolyangalil ethaan oru rescaling maathrame ulppedunnulloo. alavukalude nilavaaratthinte kaaryatthil, atharam anupathangal "anupatham" alavukalkku maathrame ardhamulloo (alavukalude anupathangal ardhavathaayirikkumbol), "edavela" alavukalalla (doorangal maathram ardhavathaayirikkumbol, anupaathangalalla).
saidhaanthika sthithivivarakkanakkukali, parametric normalisation palappozhum nirnaayaka alavukalilekku nayikkum-sample vitharanam paaraameettarukale aashrayikkaatha pravartthanangal-koodaathe anubandha sthithivivarakkanakkukali-nireekshanangalil ninnu kanakkakkaan kazhiyunna nirnaayaka alavukal, paaraamettarukal ariyaathe.
udaaharanagal.
sthithivivarakkanakkukali vyathyastha tharam normalaiseshanukalundu-pishakukal, avashishtangal, marggangal, staanderd vyathiyanangal ennivayude nandimensional anupathangal, athinaal avaa skeyil iniyarivant aanu-avayil chilath inipparayunna reethiyil sangrahikkaam. alaveduppinte nilavaaratthinte kaaryatthil, eee anupathangal "anupatham" alavukalkku maathrame ardhamulloo (alavukalude anupathangal ardhavathaayirikkumbol), "edavela" alavukalkkalla (doorangal maathram ardhavathaayirikkumbol, anupaathangalalla). athum kaanuka.
vyathyasam-marga anupatham formula _ 1 polulla mattu chila anupaathangalum saadhaaranavalkkaranathinaayi cheiyunnuvenkilum avaa noonn dimensional allennu shradhikkuka unitukal raddaakkunnilla, athinaal anupaathathinu yoonittukalund, athu skeyil-invariyantalla.
mattu tharangal.
vitharanathekkurichu anumaanangalonnumillathe upayogikkaan kazhiyunna mattu noonn-dimensional normalaiseshanukalil iva ulppedunnu

