5. GyakorlatD\303\266nt\303\251si fa, Bayes-t\303\251telElm\303\251leti \303\266sszefoglal\303\263A Bayes-t\303\251telGyakorlati feladatok megold\303\241sa sor\303\241n gyakran el\305\221fordul, hogy ismert egy 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 teljes esem\303\251nyrendszer a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtSSVtc3ViR0YkNiUtRiw2JlEiQkYnRi9GMkY1LUYjNiYtRiw2JlEiakYnRi9GMkY1Ri9GMkY1LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGMi9GNlEnbm9ybWFsRidGMkZLRjJGSw==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 val\303\263sz\303\255n\305\261s\303\251gekkel egy\303\274tt, \303\251s a vizsg\303\241lt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn esem\303\251nynek erre a teljes esem\303\251nyrendszerre vonatkoztatott 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 felt\303\251teles val\303\263sz\303\255n\305\261s\303\251geit is ismerj\303\274k. Ha felt\303\251telezz\303\274k, hogy az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn esem\303\251nyt valamelyik LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtRi82JlEiakYnRjJGNUY4RjJGNUY4LyUvc3Vic2NyaXB0c2hpZnRHUSIwRictRi82I1EhRidGNS9GOVEnbm9ybWFsRic= esem\303\251ny okozta, akkor felmer\303\274lhet a k\303\251rd\303\251s, hogy a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtRi82JlEiakYnRjJGNUY4RjJGNUY4LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGNS9GOVEnbm9ybWFsRic=-k mekkora m\303\251rt\303\251kben j\303\241rulnak hozz\303\241 LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn bek\303\266vetkez\303\251s\303\251hez. Ez a 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 \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek meghat\303\241roz\303\241s\303\241t jelenti a fenti adatokb\303\263l. Erre szolg\303\241l Bayes t\303\251tele, mely Thomas Bayes (1701 \342\200\223 1761) angol statisztikus \303\251s filoz\303\263fust\303\263l sz\303\241rmazik.A Bayes-t\303\251tel alkalmaz\303\241sa k\303\274l\303\266nb\303\266z\305\221 adatokkalTegy\303\274k fel, hogy 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 \303\251s 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. Ekkor a Bayes-t\303\251tel a k\303\266vetkez\305\221 alakokban \303\255rhat\303\263 fel:(1.) 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 (2.) 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 (val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tele a sz\303\241ml\303\241l\303\263ra) (3.) 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 (teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel a nevez\305\221re)A feti h\303\241rom alak mindegyik\303\251t h\303\255vhatjuk Bayes-t\303\251telnek (hab\303\241r az els\305\221 egy szimpla felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g defin\303\255ci\303\263), \303\251s az \303\241ltalunk ismert/meghat\303\241rozott adatok d\303\266ntik el, hogy melyiket alkalmazzuk. P\303\251ld\303\241ul, ha egy kor\303\241bbi feladatr\303\251szben m\303\241r meghat\303\241roztuk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiQUYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= \303\251s 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 val\303\263sz\303\255n\305\261s\303\251geket, akkor el\303\251g az els\305\221 alakot haszn\303\241lni. A tank\303\266nyvek gyakran csak a leg\303\266sszetettebb, (3.) alakot k\303\266zlik, mely egyes\303\255ti a felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g defin\303\255ci\303\263j\303\241t, a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251t \303\251s a teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251telt.D\303\266nt\303\251si fa diagram, inverz fa diagramA Bayes-formul\303\241t sokszor k\303\251tf\303\241zis\303\272 k\303\255s\303\251rletekben alkalmazzuk, vagyis amikor az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LlEiPUYnRjIvRjZRJ25vcm1hbEYnLyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EsMC4yNzc3Nzc4ZW1GJy8lJ3JzcGFjZUdGTi1JJW1zdWJHRiQ2JUYrLUYjNiYtRiw2JlEiaUYnRi9GMkY1Ri9GMkY1LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGMkY8 esem\303\251ny egy m\303\241sodik 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 teljes esem\303\251nyrendszernek az eleme.A k\303\251tf\303\241zis\303\272 d\303\266nt\303\251si folyamatot szok\303\241s d\303\266nt\303\251si fa diagrammal \303\241br\303\241zolni: a Start cs\303\272csb\303\263l minden LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtRi82JlEiakYnRjJGNUY4RjJGNUY4LyUvc3Vic2NyaXB0c2hpZnRHUSIwRictRi82I1EhRidGNS9GOVEnbm9ybWFsRic= esem\303\251nyhez vezet \303\251l (el\303\241gaz\303\241s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEibkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn fel\303\251), majd a m\303\241sodik szinten minden LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtRi82JlEiakYnRjJGNUY4RjJGNUY4LyUvc3Vic2NyaXB0c2hpZnRHUSIwRictRi82I1EhRidGNS9GOVEnbm9ybWFsRic= esem\303\251nyt\305\221l minden LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtRi82JlEiaUYnRjJGNUY4RjJGNUY4LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGNS9GOVEnbm9ybWFsRic= esem\303\251nyhez vezet \303\251l (el\303\241gaz\303\241s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEibUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn fel\303\251). Az els\305\221 szint \303\251lein a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtSSVtc3ViR0YkNiUtRiw2JlEiQkYnRi9GMkY1LUYjNiYtRiw2JlEiakYnRi9GMkY1Ri9GMkY1LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGMi9GNlEnbm9ybWFsRidGMkZLRjJGSw== val\303\263sz\303\255n\305\261s\303\251gek, a m\303\241sodik szint \303\251lein pedig a 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 felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek szerepelnek. Minden \303\241g v\303\251g\303\251n felt\303\274ntetj\303\274k a hozz\303\241 tartoz\303\263 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 szorzat-val\303\263sz\303\255n\305\261s\303\251get. A szorzatesem\303\251nyek teljes esm\303\251nyrendszert alkotnak, \303\255gy a szorzat-val\303\263sz\303\255n\305\261s\303\251gek \303\266sszege LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==.Ha a d\303\266nt\303\251si fa k\303\251t logikai szintj\303\251t felcser\303\251lj\303\274k, akkor jutunk az inverz fa diagramhoz. Itt az els\305\221 szint \303\251lein az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtSSVtc3ViR0YkNiUtRiw2JlEiQUYnRi9GMkY1LUYjNiYtRiw2JlEiaUYnRi9GMkY1Ri9GMkY1LyUvc3Vic2NyaXB0c2hpZnRHUSIwRidGMi9GNlEnbm9ybWFsRidGMkZLRjJGSw== val\303\263sz\303\255n\305\261s\303\251gek, a m\303\241sodik szint \303\251lein pedig a 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 Bayes-val\303\263sz\303\255n\305\261s\303\251gek szerepelnek. El\305\221bbieket a teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tellel, ut\303\263bbiakat pedig a Bayes-t\303\251tellel sz\303\241m\303\255thatjuk ki. A szorzat-val\303\263sz\303\255n\305\261s\303\251gek v\303\241ltozatlanok maradnak, de a sorrendj\303\274k megv\303\241ltozik(!) az eredeti d\303\266nt\303\251si f\303\241hoz k\303\251pest.Kidolgozott p\303\251ldafeladatok1. Feladat (Sz\303\255nes goly\303\263k h\303\272z\303\241sa k\303\251t dobozb\303\263l / 2.)S\303\241rga \303\251s k\303\251k goly\303\263kat helyez\303\274nk el vegyesen k\303\251t dobozba az al\303\241bbi \303\241bra 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egy goly\303\263t sorsolunk ki a k\303\266vetkez\305\221 elj\303\241r\303\241ssal: el\305\221bb a dobozok k\303\266z\303\274l v\303\251letlenszer\305\261en kiv\303\241lasztjuk az egyiket, majd abb\303\263l v\303\251letlenszer\305\261en kih\303\272zunk egy goly\303\263t.a) Adott sz\303\255n\305\261 kisorsolt goly\303\263 milyen val\303\263sz\303\255n\305\261s\303\251ggel sz\303\241rmazik egyik vagy m\303\241sik dobozb\303\263l?b) Rajzoljuk fel a feladat inverz d\303\266nt\303\251si fa diagramj\303\241t a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!c) Mi lenne a v\303\241lasz az el\305\221z\305\221 k\303\251rd\303\251sre, ha az 1. ill. 2. dobozt a benn\303\274k l\303\251v\305\221 goly\303\263k sz\303\241m\303\241val ar\303\241nyos val\303\263sz\303\255n\305\261s\303\251ggel v\303\241lasztan\303\241nk ki?Megold\303\241srestart;A feladatban megadott mennyis\303\251gek:s1 := 41; k1 := 49; s2 := 9; k2 := 1;pd1 := 1/2; # 1. doboz v\303\241laszt\303\241s\303\241nak val\303\263sz\303\255n\305\261s\303\251gepd2 := 1 - pd1; # 2. doboz v\303\241laszt\303\241s\303\241nak val\303\263sz\303\255n\305\261s\303\251geAz \303\266sszes goly\303\263k sz\303\241ma, a s\303\241rga ill. k\303\251k goly\303\263k sz\303\241ma \303\251s az 1. ill. 2. dobozban l\303\251v\305\221 goly\303\263k sz\303\241ma:g := s1 + k1 + s2 + k2; s := s1 + s2; k := k1 + k2; d1 := s1 + k1; d2 := s2 + k2;Annak val\303\263sz\303\255n\305\261s\303\251gei, hogy az 1. ill. 2. dobozb\303\263l s\303\241rga ill. k\303\251k goly\303\263t h\303\272zunk:`P(k|d1)` := k1/d1; `P(s|d1)` := s1/d1; `P(k|d2)` := k2/d2; `P(s|d2)` := s2/d2;a) Adott sz\303\255n\305\261 kisorsolt goly\303\263 milyen val\303\263sz\303\255n\305\261s\303\251ggel sz\303\241rmazik egyik vagy m\303\241sik dobozb\303\263l?Egy ilyen, t\303\266bb \303\241gon v\303\251gigfuttathat\303\263 k\303\255s\303\251rlet sor\303\241n a k\303\274l\303\266nb\303\266z\305\221 \303\241gak \303\266sszes\303\255tett val\303\263sz\303\255n\305\261s\303\251ge mellett a m\303\241sik jellemz\305\221 k\303\251rd\303\251s az lehet, hogy ha egy adott kimenet bek\303\266vetkezett, akkor am\303\266g\303\266tt milyen val\303\263sz\303\255n\305\261s\303\251ggel t\303\266rt\303\251nhetett adott \303\241gon val\303\263 lefut\303\241s. P\303\251ld\303\241ul meg lehet k\303\251rdezni, hogy ha a feladatbeli k\303\255s\303\251rlet v\303\251geredm\303\251nyek\303\251nt s\303\241rga goly\303\263 van a kez\303\274nkben, akkor az milyen val\303\263sz\303\255n\305\261s\303\251ggel sz\303\241rmazik egyik vagy m\303\241sik dobozb\303\263l. Ut\303\263bbi k\303\251rd\303\251s megv\303\241laszol\303\241si m\303\263dj\303\241ra vonatkozik a Bayes-t\303\251tel. L\303\251nyeg\303\251t tekintve ez arr\303\263l sz\303\263l, hogy egy adott (m\303\241r bek\303\266vetkezett) v\303\251gkifejlet mellett annak val\303\263sz\303\255n\305\261s\303\251ge, hogy ez \303\251ppen egy kiszemelt \303\241gon t\303\266rt\303\251nt, ezen \303\241g val\303\263sz\303\255n\305\261s\303\251g\303\251nek az \303\266sszes, ide vezet\305\221 \303\241g val\303\263sz\303\255n\305\261s\303\251geinek \303\266sszeg\303\251hez viszony\303\255tott ar\303\241nya.Pl. s\303\241rga goly\303\263 kisorsol\303\241s\303\241hoz mindk\303\251t dobozon \303\241t el lehet jutni. Az egyiken \303\241t a val\303\263sz\303\255n\305\261s\303\251g:`P(s|d1)`*pd1;A m\303\241sikon \303\241t:`P(s|d2)`*pd2;Ezek \303\266sszege a teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel szerint a s\303\241rga goly\303\263 h\303\272z\303\241s\303\241nak val\303\263sz\303\255n\305\261s\303\251ge:ps := `P(s|d1)`*pd1 + `P(s|d2)`*pd2; evalf(%);Annak val\303\263sz\303\255n\305\261s\303\251ge, hogy egy kisorsolt s\303\241rga goly\303\263 az els\305\221 dobozb\303\263l \303\251rkezett (az els\305\221 dobozon \303\241t s\303\241rga sorsol\303\263d\303\241s val\303\263sz\303\255n\305\261s\303\251ge ar\303\241ny\303\255tva a s\303\241rga sorsol\303\263d\303\241s teljes val\303\263sz\303\255n\305\261s\303\251g\303\251hez):`P(d1|s)` := `P(s|d1)`*pd1/ps; evalf(%);Annak val\303\263sz\303\255n\305\261s\303\251ge, hogy egy kisorsolt s\303\241rga goly\303\263 a m\303\241sodik dobozb\303\263l \303\251rkezett (a m\303\241sodik dobozon \303\241t s\303\241rga sorsol\303\263d\303\241s val\303\263sz\303\255n\305\261s\303\251ge ar\303\241ny\303\255tva a s\303\241rga sorsol\303\263d\303\241s teljes val\303\263sz\303\255n\305\261s\303\251g\303\251hez):`P(d2|s)` := `P(s|d2)`*pd2/ps; evalf(%);Mivel s\303\241rga goly\303\263 kiv\303\241laszt\303\241s\303\241ra \303\266sszesen ez a k\303\251t lehet\305\221s\303\251g van, a k\303\251t val\303\263sz\303\255n\305\261s\303\251g \303\266sszege term\303\251szetesen LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==:`P(d1|s)` + `P(d2|s)`;L\303\241tszik, hogy a s\303\241rga goly\303\263 kisorsol\303\241s\303\241val v\303\251gz\305\221d\305\221 k\303\255s\303\251rletek nagyobb r\303\251sz\303\251ben a h\303\272zott s\303\241rga goly\303\263 a m\303\241sodik dobozb\303\263l sz\303\241rmazik (kb. k\303\251tszer annyi esetben). Ez \303\266sszhangban van azzal, hogy m\303\255g onnan szinte majdnem mindig s\303\241rga \303\251rkezik, az els\305\221 dobozb\303\263l csak az esetek nem eg\303\251szen fel\303\251ben.Hasonl\303\263an sz\303\241m\303\255that\303\263 k\303\251k goly\303\263 egyik vagy m\303\241sik dobozb\303\263l val\303\263 sz\303\241rmaz\303\241s\303\241nak val\303\263sz\303\255n\305\261s\303\251ge:pk := `P(k|d1)`*pd1 + `P(k|d2)`*pd2; evalf(%);`P(d1|k)` := `P(k|d1)`*pd1/pk; evalf(%);`P(d2|k)` := `P(k|d2)`*pd2/pk; evalf(%);L\303\241that\303\263, hogy a k\303\251k goly\303\263 h\303\272z\303\241s\303\241val v\303\251gz\305\221d\305\221 k\303\255s\303\251rletek nagy r\303\251sz\303\251ben a h\303\272zott goly\303\263 az els\305\221 (ar\303\241nyaiban t\303\266bb k\303\251ket tartalmaz\303\263) dobozb\303\263l \303\251rkezik. A k\303\251t val\303\263sz\303\255n\305\261s\303\251g \303\266sszege term\303\251szetesen itt is LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==:`P(d1|k)` + `P(d2|k)`;b) Rajzoljuk fel a feladat inverz d\303\266nt\303\251si fa diagramj\303\241t a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!Ebben a szakaszban az el\305\221z\305\221 feladatsorban szerepl\305\221 "Sz\303\255nes goly\303\263k h\303\272z\303\241sa k\303\251t dobozb\303\263l / 1." feladathoz k\303\251pest ford\303\255tott m\303\263don k\303\266zel\303\255tett\303\274k meg a k\303\251rd\303\251st. Ehhez a ford\303\255tott megk\303\266zel\303\255t\303\251shez illeszkedik az inverz (ford\303\255tott) fa 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a fa \303\272gy sz\303\274letik, hogy az eredetihez k\303\251pest felcser\303\251lj\303\274k az el\303\241gaz\303\241sok sorrendj\303\251t: ez\303\272ttal el\305\221sz\303\266r sz\303\255n, majd ut\303\241na a doboz szerint \303\241gaztatjuk el. Az els\305\221 el\303\241gaz\303\241s val\303\263sz\303\255n\305\261s\303\251gei a fentebb kisz\303\241m\303\255tott teljes val\303\263sz\303\255n\305\261s\303\251gek lesznek. Az egyes \303\241gak val\303\263sz\303\255n\305\261s\303\251gei az eredeti f\303\241\303\251val azonosak (l\303\241sd az el\305\221z\305\221 feladatsort). Ezekb\305\221l ak\303\241r visszaoszt\303\241ssal is sz\303\241m\303\255that\303\263k a m\303\241sodik el\303\241gaz\303\241si szint (felt\303\251teles) val\303\263sz\303\255n\305\261s\303\251gei, melyek egy\303\251bk\303\251nt \303\251pp a fent kisz\303\241m\303\255tott Bayes-val\303\263sz\303\255n\305\261s\303\251gekkel azonosak.c) Mi lenne a v\303\241lasz az el\305\221z\305\221 k\303\251rd\303\251sre, ha az 1. ill. 2. dobozt a benn\303\274k l\303\251v\305\221 goly\303\263k sz\303\241m\303\241val ar\303\241nyos val\303\263sz\303\255n\305\261s\303\251ggel v\303\241lasztan\303\241nk ki?B\303\241r a k\303\251k \303\251s s\303\241rga goly\303\263k sz\303\241ma egyenl\305\221, az adott k\303\255s\303\251rleti konstrukci\303\263ban t\303\272lnyom\303\263an s\303\241rga goly\303\263k sorsol\303\263dnak ki. Ez azzal magyar\303\241zhat\303\263, hogy az ar\303\241ny\303\241ban sok s\303\241rg\303\241t, viszont darabsz\303\241m szerint kev\303\251s goly\303\263t tartalmaz\303\263 m\303\241sodik doboz szerepe t\303\272l\303\251rt\303\251kel\305\221dik az\303\241ltal, hogy kev\303\251s goly\303\263 mellett is ugyanazzal az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JVEjNTBGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi8vJTBmb250X3N0eWxlX25hbWVHUSdOb3JtYWxGJ0Yy-os kiv\303\241laszt\303\241si val\303\263sz\303\255n\305\261s\303\251ggel rendelkezik, mint a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JVEiOUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi8vJTBmb250X3N0eWxlX25hbWVHUSdOb3JtYWxGJ0Yy-szer annyi goly\303\263t tartalmaz\303\263 els\305\221 doboz. A m\303\272lt heti feladatsorban l\303\241ttuk, hogy a sz\303\241mar\303\241nyok jobban t\303\274kr\303\266z\305\221dn\303\251nek, ha az els\305\221 l\303\251p\303\251sben, a dobozok kiv\303\241laszt\303\241s\303\241n\303\241l a val\303\263sz\303\255n\305\261s\303\251gek ar\303\241nyosak lenn\303\251nek a tartalmazott goly\303\263k sz\303\241m\303\241val: a t\303\266bb goly\303\263t tartalmaz\303\263 doboz ar\303\241nyosan t\303\266bbsz\303\266r ker\303\274lne a kisorsol\303\241sba.pd1 := d1/(d1 + d2);
pd2 := 1 - pd1;pk := `P(k|d1)`*pd1 + `P(k|d2)`*pd2;
ps := `P(s|d1)`*pd1 + `P(s|d2)`*pd2;A Bayes-val\303\263sz\303\255n\305\261s\303\251gek ebben az esetben:`P(d1|k)` := `P(k|d1)`*pd1/pk;`P(d2|k)` := `P(k|d2)`*pd2/pk;`P(d1|s)` := `P(s|d1)`*pd1/ps;`P(d2|s)` := `P(s|d2)`*pd2/ps;Azt kaptuk, hogy adott sz\303\255n\305\261 goly\303\263 h\303\272z\303\241sa eset\303\251n az egyes dobozok v\303\241laszt\303\241s\303\241nak Bayes-val\303\263sz\303\255n\305\261s\303\251ge t\303\274kr\303\266zi az adott sz\303\255n\305\261 goly\303\263k sz\303\241mar\303\241ny\303\241t az egyes dobozokban.2. Feladat (Orvosi diagnosztikai teszt)Tegy\303\274k fel, hogy egy adott betegs\303\251gre l\303\251tezik egy diagnosztikai teszt, amivel az orvos egy p\303\241ciensr\305\221l megk\303\255s\303\251rli eld\303\266nteni, hogy beteg-e. A teszt kifejleszt\305\221i a megb\303\255zhat\303\263s\303\241ggal kapcsolatban azt \303\241ll\303\255tj\303\241k, hogy 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-os biztons\303\241ggal mutat betegnek egy val\303\263ban beteg embert, \303\251s 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-os biztons\303\241ggal mutat eg\303\251szs\303\251gesnek egy val\303\263ban eg\303\251szs\303\251ges embert (de ezek szerint n\303\251ha t\303\251ved a teszt: \303\241tlagosan minden sz\303\241zadik betegn\303\251l elmulasztja kimutatni a betegs\303\251get, noha jelen van, viszont \303\241tlagosan minden huszadik eg\303\251szs\303\251ges embern\303\251l t\303\251vesen riaszt). A tapasztalatok szerint a p\303\241ciensek 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-a szenved az adott betegs\303\251gben. V\303\251gezz\303\274k el az al\303\241bbi val\303\263sz\303\255n\305\261s\303\251gelm\303\251leti vizsg\303\241latokat, hogy kider\303\255ts\303\274k, mennyire haszn\303\241lhat\303\263 j\303\263l ez a teszt!a) A p\303\241ciensek h\303\241ny sz\303\241zal\303\251k\303\241t jelzi betegnek, \303\251s h\303\241ny sz\303\241zal\303\251k\303\241t eg\303\251szs\303\251gesnek a teszt?b) Tegy\303\274k fel, hogy egy p\303\241ciens tesztje pozit\303\255v lett. Mekkora az es\303\251lye, hogy t\303\251nyleg beteg?c) Tegy\303\274k fel, hogy egy p\303\241ciens tesztje negat\303\255v lett. Mekkora az es\303\251lye, hogy t\303\251nyleg eg\303\251szs\303\251ges?d) Mennyire j\303\263 ez a teszt?e) Mi a helyzet, ha egy ugyanilyen megb\303\255zhat\303\263s\303\241ggal rendelkez\305\221 tesztet egy olyan j\303\241rv\303\241nyszer\305\261 betegs\303\251g diagnosztiz\303\241l\303\241s\303\241ra haszn\303\241lunk, mely (er\305\221s j\303\241rv\303\241ny eset\303\251n) a p\303\241ciensek 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-\303\241t \303\251rinti? Hogy alakulnak a fenti val\303\263sz\303\255n\305\261s\303\251gek? Mennyire haszn\303\241lhat\303\263 a teszt?f) Mi a helyzet, ha egy ugyanilyen megb\303\255zhat\303\263s\303\241ggal rendelkez\305\221 tesztet egy olyan nagyon ritka betegs\303\251g diagnosztiz\303\241l\303\241s\303\241ra haszn\303\241lunk, mely mind\303\266ssze a p\303\241ciensek 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-\303\241t \303\251rinti? Hogyan alakulnak a fenti val\303\263sz\303\255n\305\261s\303\251gek? Mennyire haszn\303\241lhat\303\263 a teszt?Megold\303\241srestart;a) A p\303\241ciensek h\303\241ny sz\303\241zal\303\251k\303\241t jelzi betegnek, \303\251s h\303\241ny sz\303\241zal\303\251k\303\241t eg\303\251szs\303\251gesnek a teszt?A k\303\255s\303\251rlet maga a teszt elv\303\251gz\303\251se a (beteg vagy eg\303\251szs\303\251ges) p\303\241ciensen. A k\303\255s\303\251rlet esem\303\251nytere a p\303\241ciens \303\241llapot\303\241b\303\263l {beteg, eg\303\251szs\303\251ges} ill. a teszt eredm\303\251ny\303\251b\305\221l {pozit\303\255v, negat\303\255v} \303\241ll\303\263 rendezett p\303\241rokb\303\263l \303\241ll: {(beteg, pozit\303\255v), (beteg, negat\303\255v), (eg\303\251szs\303\251ges, pozit\303\255v), (eg\303\251szs\303\251ges, negat\303\255v)}, ezekhez szeretn\303\251nk meghat\303\241rozni a val\303\263sz\303\255n\305\261s\303\251geket.Vegy\303\274k fel megfelel\305\221 jel\303\266l\303\251sekkel az adatokat (b=beteg, e=eg\303\251szs\303\251ges, `+`=pozit\303\255v, `-`=negat\303\255v)!`P(b)` := 0.1; `P(e)` := 1 - `P(b)`; `P(+|b)` := 0.99; `P(-|b)` := 1 - `P(+|b)`; `P(-|e)` := 0.95; `P(+|e)` := 1 - `P(-|e)`;Milyen val\303\263sz\303\255n\305\261s\303\251ggel jelez betegnek egy p\303\241cienst a teszt (vagy: a p\303\241ciensek h\303\241nyad r\303\251sz\303\251t jelzi betegnek)?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tele (TVT) szerint a megfelel\305\221 \303\241gak val\303\263sz\303\255n\305\261s\303\251geinek kisz\303\241m\303\255t\303\241sa majd ezek \303\266sszead\303\241sa ut\303\241n:`P(+)` := `P(+|b)`*`P(b)` + `P(+|e)`*`P(e)`;`P(-)` := `P(-|b)`*`P(b)` + `P(-|e)`*`P(e)`;Azt l\303\241tjuk, hogy a val\303\263s\303\241gban 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 beteg-eg\303\251szs\303\251ges ar\303\241nyt a teszt 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 ar\303\241nyra torz\303\255totta. Ez term\303\251szetesen a teszt t\303\251ved\303\251seib\305\221l ad\303\263dik. A torzul\303\241s tendenci\303\241ja l\303\241that\303\263an az, hogy t\303\266bb beteget mutat, mint amennyi val\303\263ban van. Ez azzal magyar\303\241zhat\303\263, hogy a teszt a k\303\251tf\303\251le t\303\251ved\303\251si lehet\305\221s\303\251ge k\303\266z\303\274l a nagyobbat (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEiNUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy) eg\303\251szs\303\251gesek betegg\303\251 min\305\221s\303\255t\303\251s\303\251vel k\303\266veti el, r\303\241ad\303\241sul az eg\303\251szs\303\251gesek vannak t\303\266bben (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEjOTBGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg==). Teh\303\241t a teszt sor\303\241n nagyobb mint\303\241b\303\263l nagyobb ar\303\241nyban ker\303\274lnek \303\241t p\303\241ciensek eg\303\251szs\303\251gesb\305\221l beteg st\303\241tuszba, m\303\255g ford\303\255tva ez j\303\263val kisebb: kisebb mint\303\241b\303\263l kisebb ar\303\241nyban min\305\221s\303\255t betegeket eg\303\251szs\303\251gesnek a teszt.b) Tegy\303\274k fel, hogy egy p\303\241ciens tesztje pozit\303\255v lett. Mekkora az es\303\251lye, hogy t\303\251nyleg beteg?Ez a ford\303\255tott (Bayes) feladat: egy bek\303\266vetkezett v\303\251geredm\303\251ny mell\303\251 keress\303\274k azt a val\303\263sz\303\255n\305\261s\303\251get, amellyel a t\303\266bb lehets\303\251ges \303\241g k\303\266z\303\274l \303\251ppen azon jutottunk id\303\241ig.`P(b|+)` := `P(+|b)`*`P(b)`/`P(+)`;c) Tegy\303\274k fel, hogy egy p\303\241ciens tesztje negat\303\255v lett. Mekkora az es\303\251lye, hogy t\303\251nyleg eg\303\251szs\303\251ges?Szint\303\251n Bayes-t\303\251tellel a m\303\241sik esetre:`P(e|-)` := `P(-|e)`*`P(e)`/`P(-)`;d) Mennyire j\303\263 ez a teszt?L\303\241tjuk, hogy a negat\303\255v teszteredm\303\251ny mellett val\303\263ban szinte biztos (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFElOTkuOUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YvLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0Y4LyUpc3RyZXRjaHlHRjgvJSpzeW1tZXRyaWNHRjgvJShsYXJnZW9wR0Y4LyUubW92YWJsZWxpbWl0c0dGOC8lJ2FjY2VudEdGOC8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkctSSNtaUdGJDYlUSIlRicvJSdpdGFsaWNHUSV0cnVlRicvRjBRJ2l0YWxpY0YnRi8=), hogy eg\303\251szs\303\251ges a p\303\241ciens. \303\211rdemes megfigyelni, hogy ez a biztons\303\241g m\303\251g a teszt jobbik ir\303\241ny\303\272 (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEjOTlGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRictSSNtb0dGJDYtUSJ+RidGLy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGOC8lKXN0cmV0Y2h5R0Y4LyUqc3ltbWV0cmljR0Y4LyUobGFyZ2VvcEdGOC8lLm1vdmFibGVsaW1pdHNHRjgvJSdhY2NlbnRHRjgvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZHLUkjbWlHRiQ2JVEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnL0YwUSdpdGFsaWNGJ0Yv) megb\303\255zhat\303\263s\303\241g\303\241n\303\241l is nagyobb, ugyanis a negat\303\255v teszteredm\303\251ny\305\261 p\303\241ciensek legnagyobb r\303\251sze a val\303\263ban eg\303\251szs\303\251gesek k\303\266z\303\274l j\303\266n; k\303\266z\303\251j\303\274k csak az am\303\272gy is csak LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEjMTBGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRidGLw== sz\303\241zal\303\251knyi beteg k\303\266z\303\274l \303\251rkezik az az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEiMUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YvLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0Y4LyUpc3RyZXRjaHlHRjgvJSpzeW1tZXRyaWNHRjgvJShsYXJnZW9wR0Y4LyUubW92YWJsZWxpbWl0c0dGOC8lJ2FjY2VudEdGOC8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkctSSNtaUdGJDYlUSIlRicvJSdpdGFsaWNHUSV0cnVlRicvRjBRJ2l0YWxpY0YnRi8=, akit a teszt elt\303\251veszt. Az\303\251rt ilyen j\303\263 teh\303\241t a kiz\303\241r\303\241s hat\303\241sfoka, mert egyr\303\251szt a betegek am\303\272gy is kevesebben vannak, m\303\241sr\303\251szt a teszt m\303\251g k\303\266z\303\274l\303\274k is csak nagyon kevesekn\303\251l t\303\251ved \342\200\223 elhanyagolhat\303\263 sz\303\241mban ker\303\274lnek betegek a negat\303\255v teszteredm\303\251nyesek k\303\266z\303\251.Ugyanakkor a teszt \303\241ltal betegnek jelzett p\303\241ciensr\305\221l csak LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEjNjlGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRictSSNtb0dGJDYtUSJ+RidGLy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGOC8lKXN0cmV0Y2h5R0Y4LyUqc3ltbWV0cmljR0Y4LyUobGFyZ2VvcEdGOC8lLm1vdmFibGVsaW1pdHNHRjgvJSdhY2NlbnRHRjgvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZHLUkjbWlHRiQ2JVEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnL0YwUSdpdGFsaWNGJ0Yv-os bizonyoss\303\241ggal \303\241ll\303\255that\303\263, hogy t\303\251nyleg beteg. Ez az ar\303\241ny nem sokkal jobb a p\303\251nzfeldob\303\241ssal val\303\263 eld\303\266nt\303\251sn\303\251l, ez\303\251rt javasolhat\303\263 az orvosnak, hogy ha lehet, pr\303\263b\303\241ljon meg m\303\241s m\303\263dszert is a diagnosztiz\303\241l\303\241sra. A bizonytalans\303\241g egy\303\251bk\303\251nt onnan fakad, hogy mivel az eg\303\251szs\303\251gesek ar\303\241nya el\303\251g magas, r\303\241ad\303\241sul pedig a teszt is nagyobb ar\303\241nyban hajlamos k\303\266z\303\274l\303\274k is t\303\251vesen riasztani, a teszt sor\303\241n a val\303\263di betegek k\303\266z\303\251 nem elhanyagolhat\303\263 sz\303\241mban ker\303\274lnek eg\303\251szs\303\251gesek is.Ez a teszt j\303\263 arra, hogy az eg\303\251szs\303\251gesek nagy r\303\251sz\303\251t j\303\263 hat\303\241sfokkal kisz\305\261rje a rendszerb\305\221l: a p\303\241ciensek LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFElODUuNkYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YvLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0Y4LyUpc3RyZXRjaHlHRjgvJSpzeW1tZXRyaWNHRjgvJShsYXJnZW9wR0Y4LyUubW92YWJsZWxpbWl0c0dGOC8lJ2FjY2VudEdGOC8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkctSSNtaUdGJDYlUSIlRicvJSdpdGFsaWNHUSV0cnVlRicvRjBRJ2l0YWxpY0YnRi8=-\303\241val nem kell tov\303\241bb foglalkozni, mik\303\266zben ezek LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFElOTkuOUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi1RIn5GJ0YvLyUmZmVuY2VHUSZmYWxzZUYnLyUqc2VwYXJhdG9yR0Y4LyUpc3RyZXRjaHlHRjgvJSpzeW1tZXRyaWNHRjgvJShsYXJnZW9wR0Y4LyUubW92YWJsZWxpbWl0c0dGOC8lJ2FjY2VudEdGOC8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkctSSNtaUdGJDYlUSIlRicvJSdpdGFsaWNHUSV0cnVlRicvRjBRJ2l0YWxpY0YnRi8=-a val\303\263ban eg\303\251szs\303\251ges (csak LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEkMC4xRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEifkYnRi8vJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRjgvJSlzdHJldGNoeUdGOC8lKnN5bW1ldHJpY0dGOC8lKGxhcmdlb3BHRjgvJS5tb3ZhYmxlbGltaXRzR0Y4LyUnYWNjZW50R0Y4LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGRy1JI21pR0YkNiVRIiVGJy8lJ2l0YWxpY0dRJXRydWVGJy9GMFEnaXRhbGljRidGLw== fel nem ismert beteg marad k\303\266zt\303\274k). A pozit\303\255v eredm\303\251ny\305\261ekre ugyan meghagy egy akkora bizonytalans\303\241got, ami tov\303\241bbi vizsg\303\241latot tehet indokoltt\303\241, m\303\251gis hasznos volt, amennyiben az esetlegesen sz\303\274ks\303\251ges k\303\266vetkez\305\221 (bonyolultabb, k\303\266lts\303\251gesebb stb.) vizsg\303\241latot m\303\241r csak sz\305\261kebb k\303\266rre kell elv\303\251gezni.A teszt \303\241ltal helyesen kezelt p\303\241ciensek ar\303\241nya:`P(+|b)`*`P(b)` + `P(-|e)`*`P(e)`;Ugyanerre vezet az alternat\303\255v (inverz fa alapj\303\241n val\303\263) sz\303\241mol\303\241s is:`P(b|+)`*`P(+)` + `P(e|-)`*`P(-)`;Ez \303\266nmag\303\241ban nem t\305\261nik rossznak, de (mint l\303\241ttuk \303\251s k\303\251s\305\221bb is l\303\241tni fogjuk) a helyzet \303\266sszetettebb ann\303\241l, hogy ez az egy \303\251rt\303\251k el\303\251g legyen a min\305\221s\303\251g meg\303\255t\303\251l\303\251s\303\251hez.e) Mi a helyzet, ha egy ugyanilyen megb\303\255zhat\303\263s\303\241ggal rendelkez\305\221 tesztet egy olyan j\303\241rv\303\241nyszer\305\261 betegs\303\251g diagnosztiz\303\241l\303\241s\303\241ra haszn\303\241lunk, mely (er\305\221s j\303\241rv\303\241ny eset\303\251n) a p\303\241ciensek 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-\303\241t \303\251rinti? Hogy alakulnak a fenti val\303\263sz\303\255n\305\261s\303\251gek? Mennyire haszn\303\241lhat\303\263 a teszt?Ez\303\272ttal m\303\241r nem r\303\251szletezve, csup\303\241n a fenti sz\303\241m\303\255t\303\241s megism\303\251tl\303\251s\303\251vel, a betegek ar\303\241ny\303\241nak be\303\241ll\303\255t\303\241sa ut\303\241n:`P(b)` := 0.5; `P(e)` := 1 - `P(b)`;`P(+)` := `P(+|b)`*`P(b)` + `P(+|e)`*`P(e)`;`P(-)` := `P(-|b)`*`P(b)` + `P(-|e)`*`P(e)`;`P(b|+)` := `P(+|b)`*`P(b)`/`P(+)`;`P(e|-)` := `P(-|e)`*`P(e)`/`P(-)`;Azt l\303\241tjuk, hogy ar\303\241nyaiban a teszt torz\303\255t\303\241sa kisebb, \303\251s a megb\303\255zhat\303\263s\303\241gok is kiegyenl\303\255t\305\221dtek: mindk\303\251t d\303\266nt\303\251s (beteg, eg\303\251szs\303\251ges) megb\303\255zhat\303\263s\303\241ga k\303\266zel ker\303\274lt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEkMTAwRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEifkYnRi8vJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRjgvJSlzdHJldGNoeUdGOC8lKnN5bW1ldHJpY0dGOC8lKGxhcmdlb3BHRjgvJS5tb3ZhYmxlbGltaXRzR0Y4LyUnYWNjZW50R0Y4LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGRy1JI21pR0YkNiVRIiVGJy8lJ2l0YWxpY0dRJXRydWVGJy9GMFEnaXRhbGljRidGLw==-hoz. Ez esetben a teszt teh\303\241t \303\266nmag\303\241ban (tov\303\241bbi orvosi vizsg\303\241latok n\303\251lk\303\274l) is viszonylag megb\303\255zhat\303\263an alkalmas betegek \303\251s eg\303\251szs\303\251gesek sz\303\251tv\303\241laszt\303\241s\303\241ra. Igaz, hogy eszerint kb. minden huszadik val\303\263ban beteg embert nem ismernek fel (\303\251s mondjuk nem kap gy\303\263gyszert), de ha ez nem egy nagyon s\303\272lyos betegs\303\251g, \303\251s ink\303\241bb csak kicsit t\303\266bb kellemetlens\303\251ggel, vagy egy-k\303\251t nappal hosszabb fel\303\251p\303\274l\303\251ssel j\303\241r, akkor a teszt hasznos volt, hiszen m\303\251gis el\303\251g j\303\263l beazonos\303\255totta az embereknek azt a fel\303\251t, akiknek gy\303\263gyszert kell kapniuk. (Emellett l\303\241tjuk, hogy kb. minden sz\303\241zadik eg\303\251szs\303\251ges ember t\303\251ved\303\251sb\305\221l, feleslegesen kap gy\303\263gyszert, de ha nincs k\303\274l\303\266n\303\266sebben k\303\241ros hat\303\241sa, akkor ez is "belef\303\251r").\303\226sszess\303\251g\303\251ben a teszt \303\241ltal helyesen meg\303\255t\303\251lt p\303\241ciensek ar\303\241nya:`P(+|b)`*`P(b)` + `P(-|e)`*`P(e)`;\303\226nmag\303\241ban ez a sz\303\241m nem sokkal jobb az el\305\221z\305\221 esetn\303\251l (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEjMTBGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg== beteg), viszont kiegyenl\303\255tettebb a k\303\251tf\303\251le \303\241llapot meg\303\255t\303\251l\303\251se. Ahhoz k\303\251pest, hogy a p\303\241ciensek fele beteg, \303\255gy minden vizsg\303\241lattal k\303\251t azonos val\303\263sz\303\255n\305\261s\303\251g\305\261 eset k\303\266z\303\266tt kell d\303\266nteni, kimondottan j\303\263 eredm\303\251ny, hogy ez az esetek LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEjOTdGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg==-\303\241ban j\303\263l siker\303\274l.f) Mi a helyzet, ha egy ugyanilyen megb\303\255zhat\303\263s\303\241ggal rendelkez\305\221 tesztet egy olyan nagyon ritka betegs\303\251g diagnosztiz\303\241l\303\241s\303\241ra haszn\303\241lunk, mely mind\303\266ssze a p\303\241ciensek 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-\303\241t \303\251rinti? Hogyan alakulnak a fenti val\303\263sz\303\255n\305\261s\303\251gek? Mennyire haszn\303\241lhat\303\263 a teszt?A sz\303\241m\303\255t\303\241s megism\303\251tl\303\251s\303\251vel, a betegek ar\303\241ny\303\241nak be\303\241ll\303\255t\303\241sa ut\303\241n:`P(b)` := 0.001;
`P(e)` := 1 - `P(b)`;`P(+)` := `P(+|b)`*`P(b)` + `P(+|e)`*`P(e)`;`P(-)` := `P(-|b)`*`P(b)` + `P(-|e)`*`P(e)`;`P(b|+)` := `P(+|b)`*`P(b)`/`P(+)`;`P(e|-)` := `P(-|e)`*`P(e)`/`P(-)`;Itt m\303\241r komoly ar\303\241nytalans\303\241g figyelhet\305\221 meg. A betegs\303\251g ugyan \303\241tlagosan LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFElMTAwMEYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0Yv-b\305\221l csak egy p\303\241cienst \303\251rint, m\303\251gis kb. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEjNTFGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRidGLw==-n\303\251l pozit\303\255v lesz a teszt, teh\303\241t el\303\251g sok a t\303\251ves riaszt\303\241s. Ez egyr\303\251szt azzal j\303\241r, hogy akinek ennek ellen\303\251re negat\303\255v a tesztje, az el\303\251g biztos lehet benne (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JFEnOTkuOTk5RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LVEifkYnRi8vJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRjgvJSlzdHJldGNoeUdGOC8lKnN5bW1ldHJpY0dGOC8lKGxhcmdlb3BHRjgvJS5tb3ZhYmxlbGltaXRzR0Y4LyUnYWNjZW50R0Y4LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGRy1JI21pR0YkNiVRIiVGJy8lJ2l0YWxpY0dRJXRydWVGJy9GMFEnaXRhbGljRidGLw==), hogy t\303\251nyleg eg\303\251szs\303\251ges. Ugyanakkor az eg\303\251szs\303\251gesek magas ar\303\241nysz\303\241ma folyt\303\241n a pozit\303\255v teszt\305\261ek k\303\266re annyira felh\303\255gul eg\303\251szs\303\251gesekkel (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEiMUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0Yv val\303\263di betegre kb. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEjNTBGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRidGLw== t\303\251ves riaszt\303\241s jut), hogy a pozit\303\255v teszt gyakorlatilag semmit sem jelent. Ez a teszt alkalmas egy p\303\241ciensk\303\266r biztons\303\241gos kiz\303\241r\303\241s\303\241ra, de a val\303\263di betegek megtal\303\241l\303\241s\303\241hoz m\303\241s tesztet kell alkalmazni. B\303\241r teszt\303\274nk LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFElMTAwMEYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0Yv p\303\241ciensb\305\221l kb. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEkOTQ5RicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi8=-et megb\303\255zhat\303\263an kiz\303\241r, a megmarad\303\263 LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEjNTFGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRidGLw== k\303\266z\303\266tt nem lehet megtal\303\241lni vele az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYkLUkjbW5HRiQ2JFEiMUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0Yv val\303\263di beteget. Mindenk\303\251pp kell m\303\241sik teszt is. Ezek ut\303\241n viszont a tesztek \303\241ra, bonyolults\303\241ga, f\303\241jdalmass\303\241ga stb. d\303\266nti el, hogy \303\251rdemes-e egy\303\241ltal\303\241n el\305\221sz\305\261r\305\221k\303\251nt alkalmazni a t\303\241rgyalt tesztet (hogy a k\303\266vetkez\305\221t m\303\241r csak a p\303\241ciensek huszad\303\241ra kelljen), vagy eleve tal\303\241lunk olyat, ami egymag\303\241ban is pontosabban \303\251s k\303\266lts\303\251ghat\303\251konyabban v\303\251gzi el a sz\305\261r\303\251st.\303\226sszess\303\251g\303\251ben a teszt \303\241ltal helyesen meg\303\255t\303\251lt p\303\241ciensek ar\303\241nya:`P(+|b)`*`P(b)` + `P(-|e)`*`P(e)`;Ez az eredm\303\251ny val\303\263j\303\241ban nagyon rossz, m\303\241r csak ahhoz k\303\251pest is, hogy ha teszt n\303\251lk\303\274l mindenkit automatikusan eg\303\251szs\303\251gesnek min\305\221s\303\255ten\303\251nk, akkor ugyanez az eredm\303\251nyess\303\251gi m\303\251r\305\221sz\303\241m LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElOTkuOUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy lenne! Ugyanakkor fentebb azt is l\303\241ttuk, hogy amilyen gyenge teljes\303\255tm\303\251ny\305\261 a teszt a beteg azonos\303\255t\303\241s\303\241ban, annyira j\303\263 a p\303\241ciensek nagy r\303\251sz\303\251n\303\251l (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEjOTVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg==) a betegs\303\251g kiz\303\241r\303\241s\303\241ban. Mindezeket az \303\241rnyalatokat nem k\303\251pes visszaadni \303\266nmag\303\241ban a helyesen jelzett p\303\241ciensek ar\303\241nya, ez\303\251rt \303\266nmag\303\241ban j\303\263s\303\241gi m\303\251r\305\221sz\303\241mk\303\251nt nem alkalmazhat\303\263.3. Feladat (Tesztk\303\251rd\303\251sek tippel\303\251se)Egy di\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkmbWZyYWNHRiQ2KC1JI21uR0YkNiZRIjJGJy8lJWJvbGRHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjctRiM2Jy1GLzYmUSIzRidGMkY1RjhGMi8lJ2l0YWxpY0dGNC9GNlEsYm9sZC1pdGFsaWNGJ0Y4LyUubGluZXRoaWNrbmVzc0dRIjFGJy8lK2Rlbm9tYWxpZ25HUSdjZW50ZXJGJy8lKW51bWFsaWduR0ZILyUpYmV2ZWxsZWRHUSZmYWxzZUYnRjJGNUY4 val\303\263sz\303\255n\305\261s\303\251ggel tudja egy tesztk\303\251rd\303\251sre a helyes v\303\241laszt. Ha nem tudja, akkor tippel \303\251s a helyes tipp es\303\251lye LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkmbWZyYWNHRiQ2KC1JI21uR0YkNiZRIjFGJy8lJWJvbGRHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjctRiM2Jy1GLzYmUSI0RidGMkY1RjhGMi8lJ2l0YWxpY0dGNC9GNlEsYm9sZC1pdGFsaWNGJ0Y4LyUubGluZXRoaWNrbmVzc0dGMS8lK2Rlbm9tYWxpZ25HUSdjZW50ZXJGJy8lKW51bWFsaWduR0ZHLyUpYmV2ZWxsZWRHUSZmYWxzZUYnRjJGNUY4.a) Mekkora a helyes v\303\241lasz es\303\251lye?b) Tudjuk, hogy a di\303\241k v\303\241lasza helyes. Mekkora az es\303\251lye annak, hogy nem tudta a helyes v\303\241laszt?c) Tudjuk, hogy a di\303\241k v\303\241lasza helyes. Mekkora az es\303\251lye annak, hogy tudta a helyes v\303\241laszt?d) Tudjuk, hogy a di\303\241k v\303\241lasza helytelen. Mekkora az es\303\251lye annak, hogy nem tudta a helyes v\303\241laszt?e) Rajzoljuk fel a feladat d\303\266nt\303\251si fa diagramj\303\241t \303\251s az inverz fa diagramj\303\241t a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!f) Adjuk meg az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Mekkora a helyes v\303\241lasz es\303\251lye?R\303\266vid\303\255t\303\251sek:LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiVEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LlEiPUYnRjIvRjZRJ25vcm1hbEYnLyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EsMC4yNzc3Nzc4ZW1GJy8lJ3JzcGFjZUdGTkYyRjw=tudja a helyes v\303\241laszt, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEjVGNGJy8lJ2l0YWxpY0dRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdpdGFsaWNGJy1JI21vR0YkNi5RIj1GJ0YyL0Y2USdub3JtYWxGJy8lJmZlbmNlR0Y0LyUqc2VwYXJhdG9yR0Y0LyUpc3RyZXRjaHlHRjQvJSpzeW1tZXRyaWNHRjQvJShsYXJnZW9wR0Y0LyUubW92YWJsZWxpbWl0c0dGNC8lJ2FjY2VudEdGNC8lJ2xzcGFjZUdRLDAuMjc3Nzc3OGVtRicvJSdyc3BhY2VHRk5GMkY8nem tudja a helyes v\303\241lasztLUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiSkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LlEiPUYnRjIvRjZRJ25vcm1hbEYnLyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EsMC4yNzc3Nzc4ZW1GJy8lJ3JzcGFjZUdGTkYyRjw=a v\303\241lasz j\303\263, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiTkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkjbW9HRiQ2LlEiPUYnRjIvRjZRJ25vcm1hbEYnLyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EsMC4yNzc3Nzc4ZW1GJy8lJ3JzcGFjZUdGTkYyRjw=a v\303\241lasz nem j\303\263.pT, `P(J|Tc)` := 2/3, 1/4;A tagad\303\241s esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit megkapjuk LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==-b\305\221l val\303\263 kivon\303\241ssal!pTc, `P(N|Tc)` := 1 - 2/3, 1 - 1/4;Ha a di\303\241k tudja a v\303\241laszt, a helyes eredm\303\251ny val\303\263sz\303\255n\305\261s\303\251ge LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg== \303\251s a rossz v\303\241lasz es\303\251lye LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMEYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==.`P(J|T)`, `P(N|T)` := 1, 0;JSFHHelyes v\303\241laszt k\303\251tf\303\251lek\303\251ppen kaphatunk: vagy tud\303\241s \303\272tj\303\241n (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNictRiw2JlEiSkYnRi9GMkY1LUkjbW9HRiQ2LlEnJnNkb3Q7RidGMi9GNlEnbm9ybWFsRicvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZWLUYsNiZRIlRGJ0YvRjJGNUYyRkRGMkZERjJGRA==) vagy tippel\303\251s \303\272tj\303\241n (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). Ezeket \303\266sszegezve kapjuk a helyes v\303\241lasz val\303\263sz\303\255n\305\261s\303\251g\303\251t. Ez egy teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel.pJT := `P(J|T)`*pT;
pJTc := `P(J|Tc)`*pTc;
pJ := pJT + pJTc;A rossz v\303\241lasz (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiTkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn) ennek a tagad\303\241sa.pN := 1 - pJ;A k\303\251t ut\303\263bbi val\303\263sz\303\255n\305\261s\303\251g fog szerepelni az inverz fa els\305\221 d\303\266nt\303\251si el\303\241gaz\303\241s\303\241n!b) Tudjuk, hogy a di\303\241k v\303\241lasza helyes. Mekkora az es\303\251lye annak, hogy nem tudta a helyes v\303\241laszt?A k\303\251rd\303\251s a 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 val\303\263sz\303\255n\305\261s\303\251gre vonatkozik, melyet egy Bayes-t\303\251tel alkalmaz\303\241s\303\241val (felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g defin\303\255ci\303\263j\303\241val) sz\303\241molhatunk:`P(Tc|J)` := pJTc/pJ;c) Tudjuk, hogy a di\303\241k v\303\241lasza helyes. Mekkora az es\303\251lye annak, hogy tudta a helyes v\303\241laszt?A k\303\251rd\303\251s a 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 val\303\263sz\303\255n\305\261s\303\251gre vonatkozik, melyet a b) ponthoz hasonl\303\263an sz\303\241molhatunk:`P(T|J)` := pJT/pJ;d) Tudjuk, hogy a di\303\241k v\303\241lasza helytelen. Mekkora az es\303\251lye annak, hogy nem tudta a helyes v\303\241laszt?A k\303\251rd\303\251s a 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 val\303\263sz\303\255n\305\261s\303\251gre vonatkozik, melyet ism\303\251t a b) ponthoz hasonl\303\263an sz\303\241molhatunk, de el\305\221bb meg kell hat\303\241roznunk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNictRiw2JlEiTkYnRi9GMkY1LUkjbW9HRiQ2LlEnJnNkb3Q7RidGMi9GNlEnbm9ybWFsRicvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZWLUYsNiZRIlRGJ0YvRjJGNUYyRkRGMkZERjJGRA== szorzat-val\303\263sz\303\255n\305\261s\303\251get egy szorz\303\241st\303\251tellel:pNTc := `P(N|Tc)`*pTc;
`P(Tc|N)` := pNTc/pN;Ez logikus, hiszen ha valaki tudja a v\303\241laszt, az mindig j\303\263l v\303\241laszol, \303\255gy az \303\266sszes rossz v\303\241lasznak azokt\303\263l kell j\303\266nnie, akik eleve nem tudt\303\241k a v\303\241laszt.e) Rajzoljuk fel a feladat d\303\266nt\303\251si fa diagramj\303\241t \303\251s az inverz fa diagramj\303\241t a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!A d\303\266nt\303\251si fa diagram els\305\221 oszlopa tartalmazza a szorzatesem\303\251nyeket, a m\303\241sodik oszlop pedig ezek val\303\263sz\303\255n\305\261s\303\251geit! A szorzatesem\303\251nyek k\303\266z\303\274l m\303\241r h\303\241rmat meghat\303\241roztunk, csak egy hi\303\241nyzik:pJT;
pJTc;
pNT := `P(N|T)`*pT;
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inverz fa felcser\303\251li a k\303\251t d\303\266nt\303\251si f\303\241zist! A szorzatesem\303\251nyek az eredeti \303\251s az inverz f\303\241n\303\241l ugyanazok, kiv\303\251ve a sorrendet! Az inverz fa m\303\241sodik d\303\266nt\303\251si f\303\241zis\303\241hoz tartoz\303\263 felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek a Bayes-val\303\263sz\303\255n\305\261s\303\251gek. Ezek k\303\266z\303\274l m\303\241r h\303\241rmat meghat\303\241roztunk, m\303\251g egy hi\303\241nyzik:`P(T|J)`;
`P(Tc|J)`;
`P(T|N)` := pNT/pN;
`P(Tc|N)`;Megjegyz\303\251s: Ezeket a felt\303\251teles val\303\263sz\303\255n\305\261s\303\251geket k\303\266zvetlen\303\274l, az alapadatokb\303\263l is meghat\303\241rozhatjuk a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel. P\303\251ld\303\241ul:`P(T|J)` = `P(J|T)`*pT/(`P(J|T)`*pT + `P(J|Tc)`*pTc);`P(Tc|N)` = `P(N|Tc)`*pTc/(`P(N|T)`*pT + `P(N|Tc)`*pTc);# stb...Jelen esetben azonban egyszer\305\261bb volt a m\303\241r kisz\303\241molt adatokat felhaszn\303\241lni (tulajdonk\303\251ppen a Bayes-t\303\251tel fenti, (3.) alakj\303\241ban szerepl\305\221 sz\303\241ml\303\241l\303\263t \303\251s nevez\305\221t hat\303\241roztuk meg kor\303\241bban, \303\251s azokkal 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Adjuk meg az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJMVR1ZGphfmF+dnxed3xcdWxhc3p0RzYiNiNJLkF+dnxed3xcdWxhc3p+anxed3xedkc2Ig==NiNJMkF+dnxed3xcdWxhc3p+bmVtfmp8Xnd8XnZHNiI=NiMjIiIjIiIkNiMiIiE=NiMjIiIjIiIkNiNJNE5lbX50dWRqYX5hfnZ8Xnd8XHVsc3p0RzYiNiMjIiIiIiM3NiMjIiIiIiIlNiMjIiIiIiIkNiMjIiIkIiIlNiMjIiIiIiIlNiMiIiI=4. Feladat (Rep\303\274l\305\221g\303\251pek k\303\251s\303\251se)A Liszt Ferenc rep\303\274l\305\221t\303\251rr\305\221l naponta Amszterdamba indul\303\263 LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiM0YnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg= rep\303\274l\305\221g\303\251pj\303\241ratot figyeltek utasterhelts\303\251g \303\251s k\303\251s\303\251si id\305\221 szerint. Statisztikai megfigyel\303\251sek alapj\303\241n az \303\266sszes utas LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a utazott az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EjMS5GJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGN0YvRjJGNUY4 j\303\241rattal, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjNTBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EjMi5GJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGN0YvRjJGNUY4 j\303\241rattal \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMjBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EjMy5GJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGN0YvRjJGNUY4 j\303\241rattal! Az egyes j\303\241ratok g\303\251pei k\303\251sve \303\251rkeznek Amszterdamba, rendre LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1ElMC4yNUYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EkMC4yRicvJSVib2xkR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjdGL0YyRjVGOA== \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1ElMC4xNUYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg= val\303\263sz\303\255n\305\261s\303\251ggel. (Jel\303\266lje LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiS0YnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 a k\303\251s\303\251s esem\303\251ny\303\251t!) a) Szeml\303\251ltess\303\274k a j\303\241ratok utasterhelts\303\251gi - k\303\251s\303\251si megoszl\303\241s\303\241t d\303\266nt\303\251si fa diagramon!b) Az utasok h\303\241nyadr\303\251sze \303\251rkezik k\303\251sve Amszterdamba?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot!d) A k\303\251sve \303\251rkez\305\221 utasok k\303\266z\303\266tt melyik j\303\241raton utaz\303\263k vannak legkisebb ar\303\241nyban? Mennyi ez az ar\303\241ny?e) A pontosan \303\251rkez\305\221 utasok k\303\266z\303\266tt melyik j\303\241raton utaz\303\263k vannak legnagyobb ar\303\241nyban?f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Szeml\303\251ltess\303\274k a j\303\241ratok utasterhelts\303\251gi - k\303\251s\303\251si megoszl\303\241s\303\241t d\303\266nt\303\251si fa diagramon!R\303\266gz\303\255ts\303\274k az adatokat! Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMS5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI=, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMi5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI= \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMy5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI= j\303\241rattal utaz\303\263k ar\303\241nya:pJ1, pJ2, pJ3 := 0.3, 0.5, 0.2;A k\303\251s\303\251s val\303\263sz\303\255n\305\261s\303\251ge, felt\303\251ve, hogy az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMS5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI=, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMi5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI= ill. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEjMy5GJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI= j\303\241rattal utazik valaki:`P(K|J1)`, `P(K|J2)`, `P(K|J3)` := 0.25, 0.2, 0.15;A felt\303\251telre szor\303\255tkoz\303\263 val\303\263sz\303\255n\305\261s\303\251gi mez\305\221n sz\303\241molva mindh\303\241rom j\303\241rat eset\303\251n megkapjuk a pontos \303\251rkez\303\251s, mint ellentett esem\303\251ny val\303\263sz\303\255n\305\261s\303\251g\303\251t:`P(Kc|J1)` := 1 - `P(K|J1)`;
`P(Kc|J2)` := 1 - `P(K|J2)`;
`P(Kc|J3)` := 1 - `P(K|J3)`;Most haszn\303\241ljuk a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251t a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek meghat\303\241roz\303\241s\303\241hoz!pKJ1 := `P(K|J1)`*pJ1;
pKJ2 := `P(K|J2)`*pJ2;
pKJ3 := `P(K|J3)`*pJ3;pKcJ1 := `P(Kc|J1)`*pJ1;
pKcJ2 := `P(Kc|J2)`*pJ2;
pKcJ3 := `P(Kc|J3)`*pJ3;A fenti val\303\263sz\303\255n\305\261s\303\251gek ismeret\303\251ben felrajzolhatjuk a d\303\266nt\303\251si f\303\241t. A diagram els\305\221 szintj\303\251n a j\303\241rat szerint, a 2. szintj\303\251n pedig a k\303\251s\303\251s t\303\251nye szerint bontjuk fel az 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SFVTZHViM0p0WVd4R0owWXZMMFl6VVNNeE1rWW5SalZHT0VZNlJqeEdQa1pBUmtOR1JrWklSa3BHVEVaT1JsQkdVa1pVUmxZPSI+TFVrbGJYSnZkMGMySXk5SksyMXZaSFZzWlc1aGJXVkhOaUpKTEZSNWNHVnpaWFIwYVc1blIwa29YM041YzJ4cFlrZEdKelkxTFVramJXNUhSaVEyTlZFbE1DNHhOVVluTHlVblptRnRhV3g1UjFFd1ZHbHRaWE4rVG1WM2ZsSnZiV0Z1UmljdkpTVnphWHBsUjFFak1qQkdKeThsSldKdmJHUkhVU1ptWVd4elpVWW5MeVVuYVhSaGJHbGpSMFkzTHlVcWRXNWtaWEpzYVc1bFIwWTNMeVVxYzNWaWMyTnlhWEIwUjBZM0x5VXNjM1Z3WlhKelkzSnBjSFJIUmpjdkpTdG1iM0psWjNKdmRXNWtSMUVvV3pBc01Dd3dYVVluTHlVclltRmphMmR5YjNWdVpFZFJMbHN5TlRVc01qVTFMREkxTlYxR0p5OGxKMjl3WVhGMVpVZEdOeThsSzJWNFpXTjFkR0ZpYkdWSFJqY3ZKU2x5WldGa2IyNXNlVWRHTnk4bEtXTnZiWEJ2YzJWa1IwWTNMeVVxWTI5dWRtVnlkR1ZrUjBZM0x5VXJhVzF6Wld4bFkzUmxaRWRHTnk4bExIQnNZV05sYUc5c1pHVnlSMFkzTHlVMmMyVnNaV04wYVc5dUxYQnNZV05sYUc5c1pHVnlSMFkzTHlVc2JXRjBhSFpoY21saGJuUkhVU2R1YjNKdFlXeEdKMFl2TDBZelVTTXhNa1luUmpWR09FWTZSanhHUGtaQVJrTkdSa1pJUmtwR1RFWk9SbEJHVWtaVVJsWT08L0VxdWF0aW9uPjwvVGV4dC1maWVsZD4=F^s-F^q6(F\]o-FX6&FZ-F[o6#-F^o6$$"%DSF-FfjnFdoFioFjqF^r-F`p6%7$$"%SPF-F`cl7$$"$q&F-FhrF\q-F[s6#Q[]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F^sb) Az utasok h\303\241nyadr\303\251sze \303\251rkezik k\303\251sve Amszterdamba?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel\303\251t alkalmazzuk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiS0YnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= val\303\263sz\303\255n\305\261s\303\251g meghat\303\241roz\303\241s\303\241ra: \303\266sszeadjuk a d\303\266nt\303\251si fa k\303\251s\303\251ssel v\303\251gz\305\221d\305\221 \303\241gain sz\303\241molt szorzat-val\303\263sz\303\255n\305\261s\303\251geket.pK := pKJ1 + pKJ2 + pKJ3;Az utasok LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElMjAuNUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy-a k\303\251sve \303\251rkezik!c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot!Az inverz f\303\241ban az eredeti d\303\266nt\303\251si fa szintjei fel vannak cser\303\251lve. Az els\305\221 szint \303\251leire a k\303\251s\303\251s \303\251s a pontos \303\251rkez\303\251s val\303\263sz\303\255n\305\261s\303\251ge ker\303\274l, a m\303\241sodik szint \303\251leire pedig az \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek ker\303\274lnek, melyek az adott j\303\241rattal \303\251rkez\303\251s val\303\263sz\303\255n\305\261s\303\251g\303\251t adj\303\241k meg a k\303\251s\303\251s/pontos \303\251rkez\303\251s felt\303\251tele mellett.A pontos \303\251rkez\303\251s val\303\263sz\303\255n\305\261s\303\251g\303\251t a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYrLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiS0YnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQC1JI21vR0YkNi5RIitGJ0YyRkAvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSwwLjIyMjIyMjJlbUYnLyUncnNwYWNlR0ZWRistRjk2JS1GIzYnLUYsNiNRIUYnLUYjNiZGZ24tSSZtb3ZlckdGJDYlRj0tRkM2L1EqJk92ZXJCYXI7RidGMi8lLHBsYWNlaG9sZGVyR0YxRkAvRkdRJnVuc2V0RicvRklGZW8vRktGMS9GTUZlby9GT0Zlby9GUUZlby9GU0YxL0ZVUSYwLjBlbUYnL0ZYRl1wRltwRjJGQEZnbkYyRkBGMkZALUZDNi5RIj1GJ0YyRkBGRkZIRkpGTEZORlBGUi9GVVEsMC4yNzc3Nzc4ZW1GJy9GWEZjcC1JI21uR0YkNiVRIjFGJ0YyRkBGMkZA azonoss\303\241g seg\303\255ts\303\251g\303\251vel (vagy a b) ponthoz hasonl\303\263an teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tellel) hat\303\241rozhatjuk megpKc := 1 - pK;A Bayes-val\303\263sz\303\255n\305\261s\303\251gek a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel sz\303\241molhat\303\263k (itt felhaszn\303\241ljuk a kor\303\241bban kisz\303\241molt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiS0YnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQC1GLDYjUSFGJ0YyRkA= \303\251s 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 val\303\263sz\303\255n\305\261s\303\251geket):`P(J1|K)` := pKJ1/pK;
`P(J2|K)` := pKJ2/pK;
`P(J3|K)` := pKJ3/pK;`P(J1|Kc)` := pKcJ1/pKc;
`P(J2|Kc)` := pKcJ2/pKc;
`P(J3|Kc)` := 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Mennyi ez az ar\303\241ny?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legkisebbet:<`P(J1|K)`, `P(J2|K)`, `P(J3|K)`>;Ez a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEmMC4xNDZGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJ0YvRjI=, amely a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiSkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtSSNtbkdGJDYlUSIzRidGNS9GOVEnbm9ybWFsRidGMkY1RjgvJS9zdWJzY3JpcHRzaGlmdEdRIjBGJ0Y1RkE= j\303\241rathoz tartozik.e) A pontosan \303\251rkez\305\221 utasok k\303\266z\303\266tt melyik j\303\241raton utaz\303\263k vannak legnagyobb ar\303\241nyban?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legnagyobbat:<`P(J1|Kc)`, `P(J2|Kc)`, `P(J3|Kc)`>;A pontosan \303\251rkez\305\221 utasok k\303\266z\303\266tt a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUklbXN1YkdGJDYlLUkjbWlHRiQ2JlEiSkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUYjNiYtSSNtbkdGJDYlUSIyRidGNS9GOVEnbm9ybWFsRidGMkY1RjgvJS9zdWJzY3JpcHRzaGlmdEdRIjBGJ0Y1RkE= j\303\241raton utaz\303\263k vannak legnagyobb ar\303\241nyban (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbW5HRiQ2JVEmMC41MDNGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIilGJ0YvRjIvJSZmZW5jZUdRJXRydWVGJy8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0Y7LyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSwwLjE2NjY2NjdlbUYnLyUncnNwYWNlR0ZKRi9GMg==.f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJJ0t8Xnd8ZHVzaWtHNiI=NiNJMlBvbnRvc2Fufnxed3xkdXJrZXppa0c2Ig==NiNJKjEufkp8Xnd8XHVyYXRHNiI=NiMkIiN2ISIkNiMkIiREIyEiJA==NiMkIiIkISIiNiNJKjIufkp8Xnd8XHVyYXRHNiI=NiMkIiM1ISIjNiMkIiNTISIjNiMkIiImISIiNiNJKjMufkp8Xnd8XHVyYXRHNiI=NiMkIiNJISIkNiMkIiRxIiEiJA==NiMkIiIjISIiNiMkIiQwIyEiJA==NiMkIiQmeiEiJA==NiMkIiM1ISIi5. Feladat (Iv\303\263v\303\255z nitr\303\241t-tartalma, ZH, 2016, A csoport)Az EU ter\303\274let\303\251n az iv\303\263v\303\255z nitr\303\241t-tartalm\303\241nak k\303\274sz\303\266b\303\251rt\303\251ke 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. Iv\303\263v\303\255z mint\303\241kat vettek az A, B \303\251s C ter\303\274letekr\305\221l. Az \303\266sszes v\303\255zminta LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a az A ter\303\274letr\305\221l, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a B ter\303\274letr\305\221l \303\251s a t\303\266bbi a C ter\303\274letr\305\221l val\303\263. Az A ter\303\274letr\305\221l vett v\303\255zmint\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjOTBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-\303\241nak nitr\303\241t-tartalma nem haladta meg az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket, a B ter\303\274letr\305\221l vett mint\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EiNUYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3LUkjbW9HRiQ2MFEifkYnRi9GMkY1RjgvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZOLUkjbWlHRiQ2KFEiJUYnRi8vJSdpdGFsaWNHRjFGMi9GNlEsYm9sZC1pdGFsaWNGJ0Y4Ri9GMkY1Rjg=-a meghaladta a k\303\274sz\303\266b\303\251rt\303\251ket, m\303\255g a C ter\303\274letr\305\221l vett mint\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjODVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a nem haladta meg az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiS0YnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6).a) Szeml\303\251ltess\303\274k a v\303\255zmint\303\241k ter\303\274leti \303\251s eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k-meghalad\303\241s szerinti d\303\266nt\303\251seit fa diagram felrajzol\303\241s\303\241val \303\251s a hozz\303\241 tartoz\303\263 val\303\263sz\303\255n\305\261s\303\251gek kisz\303\241m\303\255t\303\241s\303\241val!b) Az \303\266sszes v\303\255zminta h\303\241nyadr\303\251sze haladta meg az el\305\221\303\255rt eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a hozz\303\241 tartoz\303\263 val\303\263sz\303\255n\305\261s\303\251gek sz\303\241m\303\255t\303\241s\303\241val!d) Az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ken bel\303\274l marad\303\263k k\303\266z\303\266tt melyik ter\303\274letr\305\221l vett mint\303\241k ar\303\241nya volt a legkisebb?e) Az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ket meghalad\303\263k k\303\266z\303\266tt melyik ter\303\274letr\305\221l vett mint\303\241k ar\303\241nya volt a legnagyobb?f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Szeml\303\251ltess\303\274k a v\303\255zmint\303\241k ter\303\274leti \303\251s eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k-meghalad\303\241s szerinti d\303\266nt\303\251seit fa diagram felrajzol\303\241s\303\241val \303\251s a hozz\303\241 tartoz\303\263 val\303\263sz\303\255n\305\261s\303\251gek kisz\303\241m\303\255t\303\241s\303\241val!R\303\266gz\303\255ts\303\274k az adatokat! Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQ0YnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn ter\303\274letr\305\221l sz\303\241rmaz\303\263 v\303\255zmint\303\241k ar\303\241nya:pA, pB := 0.3, 0.35;
pC := 1 - pA - pB;Annak val\303\263sz\303\255n\305\261s\303\251ge, hogy az egyes ter\303\274letekr\305\221l vett v\303\255zmint\303\241k nitr\303\241t-tartalma nem haladta meg az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket:`P(K|A)`, `P(K|B)`, `P(K|C)` := 0.9, 0.95, 0.85;A felt\303\251telre szor\303\255tkoz\303\263 val\303\263sz\303\255n\305\261s\303\251gi mez\305\221n sz\303\241molva mindh\303\241rom ter\303\274let eset\303\251n megkapjuk az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k t\303\272ll\303\251p\303\251s\303\251nek, mint ellentett esem\303\251nynek a val\303\263sz\303\255n\305\261s\303\251g\303\251t:`P(Kc|A)` := 1 - `P(K|A)`;
`P(Kc|B)` := 1 - `P(K|B)`;
`P(Kc|C)` := 1 - `P(K|C)`;Most haszn\303\241ljuk a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251t a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek meghat\303\241roz\303\241s\303\241hoz!pKA := `P(K|A)`*pA;
pKB := `P(K|B)`*pB;
pKC := `P(K|C)`*pC;pKcA := `P(Kc|A)`*pA;
pKcB := `P(Kc|B)`*pB;
pKcC := `P(Kc|C)`*pC;Ezeknek a val\303\263sz\303\255n\305\261s\303\251geknek az ismeret\303\251ben felrajzolhatjuk a d\303\266nt\303\251si f\303\241t. A diagram els\305\221 szintj\303\251n a ter\303\274let szerint, a 2. szintj\303\251n pedig az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k alatt marad\303\241s szerint bontjuk fel az 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Az \303\266sszes v\303\255zminta h\303\241nyadr\303\251sze haladta meg az el\305\221\303\255rt eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel\303\251t alkalmazzuk a 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 val\303\263sz\303\255n\305\261s\303\251g meghat\303\241roz\303\241s\303\241ra: \303\266sszeadjuk a d\303\266nt\303\251si fa azon \303\241gain sz\303\241molt szorzat-val\303\263sz\303\255n\305\261s\303\251geket, melyek az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k t\303\272ll\303\251p\303\251s\303\251hez tartoznak.pKc := pKcA + pKcB + pKcC;
Teh\303\241t a v\303\255zmint\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEjMTBGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg==-a haladja meg az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251ket!c) K\303\251sz\303\255tse el az inverz fa diagramot a hozz\303\241 tartoz\303\263 val\303\263sz\303\255n\305\261s\303\251gek sz\303\241m\303\255t\303\241s\303\241val!Az inverz f\303\241ban az eredeti d\303\266nt\303\251si fa szintjei fel vannak cser\303\251lve. Az els\305\221 szint \303\251leire az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k meghalad\303\241s\303\241nak/nem meghalad\303\241s\303\241nak val\303\263sz\303\255n\305\261s\303\251ge, a m\303\241sodik szint \303\251leire pedig az \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek ker\303\274lnek, melyek annak val\303\263sz\303\255n\305\261s\303\251g\303\251t adj\303\241k meg, hogy a v\303\255zminta egy adott ter\303\274letr\305\221l \303\251rkezett az eg\303\251szs\303\251g\303\274gyi k\303\274sz\303\266b\303\251rt\303\251k meghalad\303\241s\303\241nak/nem meghalad\303\241s\303\241nak felt\303\251tele mellett.Annak val\303\263sz\303\255n\305\261s\303\251g\303\251t, hogy egy v\303\255zminta nitr\303\241t-tartalma az eg\303\251szs\303\251g\303\274gyi hat\303\241r\303\251rt\303\251k alatt marad, a 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 azonoss\303\241g seg\303\255ts\303\251g\303\251vel (vagy a b) ponthoz hasonl\303\263an teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tellel) hat\303\241rozhatjuk meg:pK := 1 - pKc;A Bayes-val\303\263sz\303\255n\305\261s\303\251gek a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel sz\303\241molhat\303\263k (itt felhaszn\303\241ljuk a kor\303\241bban kisz\303\241molt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiS0YnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQC1GLDYjUSFGJ0YyRkA= \303\251s 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 val\303\263sz\303\255n\305\261s\303\251geket):`P(A|K)` := pKA/pK;
`P(B|K)` := pKB/pK;
`P(C|K)` := pKC/pK;`P(A|Kc)` := pKcA/pKc;
`P(B|Kc)` := pKcB/pKc;
`P(C|Kc)` := 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Az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ken bel\303\274l marad\303\263k k\303\266z\303\266tt melyik ter\303\274letr\305\221l vett mint\303\241k ar\303\241nya volt a legkisebb?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legkisebbet:<`P(A|K)`, `P(B|K)`, `P(C|K)`>;Teh\303\241t az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn ter\303\274letr\305\221l vett mint\303\241k k\303\266z\303\266tt volt legkisebb (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEkMC4zRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRidGL0Yy) az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ken bel\303\274l marad\303\263k ar\303\241nya.e) Az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ket meghalad\303\263k k\303\266z\303\266tt melyik ter\303\274letr\305\221l vett mint\303\241k ar\303\241nya volt a legnagyobb?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legnagyobbat:<`P(A|Kc)`, `P(B|Kc)`, `P(C|Kc)`>;Teh\303\241t a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQ0YnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn ter\303\274letr\305\221l vett mint\303\241k k\303\266z\303\266tt volt legnagyobb (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVElMC41MkYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==) az el\305\221\303\255rt k\303\274sz\303\266b\303\251rt\303\251ket meghalad\303\263k ar\303\241nya.f) K\303\251sz\303\255tse el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJP2t8Xnd8Z3Zzenxed3xhdmJ8Xnd8ZHVydHxed3xkdWtlbn5iZWx8Xnd8Z3Zsfm1hcmFkRzYiNiNJP21lZ2hhbGFkamF+YX5rfF53fGd2c3p8Xnd8YXZifF53fGR1cnR8Xnd8ZHVrZXRHNiI=NiNJK0F+dGVyfF53fGd2bGV0RzYiNiMkIiNGISIjNiMkIiIkISIjNiMkIiIkISIiNiNJK0J+dGVyfF53fGd2bGV0RzYiNiMkIiVETCEiJQ==NiMkIiR2IiEiJQ==NiMkIiNOISIjNiNJK0N+dGVyfF53fGd2bGV0RzYiNiMkIiV2SCEiJQ==NiMkIiREJiEiJQ==NiMkIiNOISIjNiMkIiUrISohIiU=NiMkIiUrNSEiJQ==NiMkIiQrIiEiIw==6. Feladat (Grapefruit, ZH, 2016, B csoport)D\303\251l-Spanyolorsz\303\241gban bizonyos fajta grapefruit gy\303\274m\303\266lcs \305\221shonos az A, B \303\251s C ter\303\274leteken. Az \303\266sszes grapefruit term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JlEjMjVGJy8lJWJvbGRHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjQtSSNtb0dGJDYvUSJ+RidGL0YyRjUvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRj0vJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTC1JI21pR0YkNidRIiVGJ0YvLyUnaXRhbGljR0YxL0YzUSxib2xkLWl0YWxpY0YnRjVGL0YyRjU=-a az A ter\303\274leten, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JlEjMzBGJy8lJWJvbGRHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjQtSSNtb0dGJDYvUSJ+RidGL0YyRjUvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRj0vJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTC1JI21pR0YkNidRIiVGJ0YvLyUnaXRhbGljR0YxL0YzUSxib2xkLWl0YWxpY0YnRjVGL0YyRjU=-a a B ter\303\274leten \303\251s a t\303\266bbi a C ter\303\274leten terem. A grapefruit term\303\251st id\305\221nk\303\251nt parazitafert\305\221z\303\251s (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2J1EiRkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lLG1hdGh2YXJpYW50R1EsYm9sZC1pdGFsaWNGJy8lK2ZvbnR3ZWlnaHRHUSVib2xkRidGLy9GNUY5Rjc=) k\303\241ros\303\255tja. Felm\303\251r\303\251sek szerint az A ter\303\274leten a term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JlEiNUYnLyUlYm9sZEdRJXRydWVGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNC1JI21vR0YkNi9RIn5GJ0YvRjJGNS8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGPS8lKXN0cmV0Y2h5R0Y9LyUqc3ltbWV0cmljR0Y9LyUobGFyZ2VvcEdGPS8lLm1vdmFibGVsaW1pdHNHRj0vJSdhY2NlbnRHRj0vJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZMLUkjbWlHRiQ2J1EiJUYnRi8vJSdpdGFsaWNHRjEvRjNRLGJvbGQtaXRhbGljRidGNUYvRjJGNQ==-a fert\305\221z\303\266tt, B ter\303\274leten a term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JlEjOTBGJy8lJWJvbGRHUSV0cnVlRicvJSxtYXRodmFyaWFudEdRJWJvbGRGJy8lK2ZvbnR3ZWlnaHRHRjQtSSNtb0dGJDYvUSJ+RidGL0YyRjUvJSZmZW5jZUdRJmZhbHNlRicvJSpzZXBhcmF0b3JHRj0vJSlzdHJldGNoeUdGPS8lKnN5bW1ldHJpY0dGPS8lKGxhcmdlb3BHRj0vJS5tb3ZhYmxlbGltaXRzR0Y9LyUnYWNjZW50R0Y9LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTC1JI21pR0YkNidRIiVGJ0YvLyUnaXRhbGljR0YxL0YzUSxib2xkLWl0YWxpY0YnRjVGL0YyRjU=-a \303\251p maradt \303\251s a C ter\303\274leten a term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbW5HRiQ2JlEiOEYnLyUlYm9sZEdRJXRydWVGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNC1JI21vR0YkNi9RIn5GJ0YvRjJGNS8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGPS8lKXN0cmV0Y2h5R0Y9LyUqc3ltbWV0cmljR0Y9LyUobGFyZ2VvcEdGPS8lLm1vdmFibGVsaW1pdHNHRj0vJSdhY2NlbnRHRj0vJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZMLUkjbWlHRiQ2J1EiJUYnRi8vJSdpdGFsaWNHRjEvRjNRLGJvbGQtaXRhbGljRidGNUYvRjJGNQ==-a fert\305\221z\303\266tt.a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a grapefruit term\303\251s ter\303\274letek szerinti \303\251s fert\305\221z\303\266tts\303\251g szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!b) Az \303\266sszes term\303\251s h\303\241ny sz\303\241zal\303\251ka fert\305\221z\303\266tt (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2J1EiRkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lLG1hdGh2YXJpYW50R1EsYm9sZC1pdGFsaWNGJy8lK2ZvbnR3ZWlnaHRHUSVib2xkRidGLy9GNUY5Rjc=)?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!d) Adjuk meg az \303\266sszes fert\305\221z\303\266tt term\303\251s sz\303\241zal\303\251kos megoszl\303\241s\303\241t ter\303\274letek szerint!e) Melyik ter\303\274let hozz\303\241j\303\241rul\303\241sa volt a legkisebb az \303\266sszes \303\251p term\303\251shez? H\303\241ny sz\303\241zal\303\251kot jelent ez?f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a grapefruit term\303\251s ter\303\274letek szerinti \303\251s fert\305\221z\303\266tts\303\251g szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!R\303\266gz\303\255ts\303\274k az adatokat! A grapefruit term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQ0YnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn ter\303\274letre es\305\221 h\303\241nyada:pA, pB, pC := 0.25, 0.30, 0.45;Annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy az egyes ter\303\274leteken a term\303\251st parazitafert\305\221z\303\251s k\303\241ros\303\255tja:`P(F|A)`, `P(F|B)`, `P(F|C)` := 0.05, 0.1, 0.08;A felt\303\251telre szor\303\255tkoz\303\263 val\303\263sz\303\255n\305\261s\303\251gi mez\305\221n sz\303\241molva mindh\303\241rom ter\303\274let eset\303\251n megkapjuk az \303\251p term\303\251s r\303\251szar\303\241ny\303\241t:`P(Fc|A)` := 1 - `P(F|A)`;
`P(Fc|B)` := 1 - `P(F|B)`;
`P(Fc|C)` := 1 - `P(F|C)`;Most haszn\303\241ljuk a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251t a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek meghat\303\241roz\303\241s\303\241hoz!pFA := `P(F|A)`*pA;
pFB := `P(F|B)`*pB;
pFC := `P(F|C)`*pC;pFcA := `P(Fc|A)`*pA;
pFcB := `P(Fc|B)`*pB;
pFcC := `P(Fc|C)`*pC;Ezeknek a val\303\263sz\303\255n\305\261s\303\251geknek az ismeret\303\251ben felrajzolhatjuk a d\303\266nt\303\251si f\303\241t. A diagram els\305\221 szintj\303\251n a ter\303\274let szerint, a 2. szintj\303\251n pedig a fert\305\221z\303\266tts\303\251g szerint bontjuk fel az eseteket.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) Az \303\266sszes term\303\251s h\303\241ny sz\303\241zal\303\251ka fert\305\221z\303\266tt (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYoLUkjbWlHRiQ2KFEiRkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvJTBmb250X3N0eWxlX25hbWVHUSdOb3JtYWxGJy9GOEY8Rjo=)?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel\303\251t alkalmazzuk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiRkYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= val\303\263sz\303\255n\305\261s\303\251g meghat\303\241roz\303\241s\303\241ra: \303\266sszeadjuk a d\303\266nt\303\251si fa azon \303\241gain sz\303\241molt szorzat-val\303\263sz\303\255n\305\261s\303\251geket, melyek a fert\305\221z\303\266tt term\303\251shez tartoznak.pF := pFA + pFB + pFC;
Teh\303\241t a grapefruit term\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElNy44NUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy-a fert\305\221z\303\266tt!c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!Az inverz f\303\241ban az eredeti d\303\266nt\303\251si fa szintjei fel vannak cser\303\251lve. Az els\305\221 szint \303\251leire a fert\305\221z\303\266tts\303\251g/\303\251ps\303\251g val\303\263sz\303\255n\305\261s\303\251ge, a m\303\241sodik szint \303\251leire pedig az \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek ker\303\274lnek, melyek annak val\303\263sz\303\255n\305\261s\303\251g\303\251t adj\303\241k meg, hogy egy grapefruit egy adott ter\303\274letr\305\221l sz\303\241rmazik a fert\305\221z\303\266tts\303\251g/\303\251ps\303\251g felt\303\251tele mellett.Annak val\303\263sz\303\255n\305\261s\303\251g\303\251t, hogy egy grapefruit \303\251p maradt, a 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 azonoss\303\241g seg\303\255ts\303\251g\303\251vel (vagy a b) ponthoz hasonl\303\263an teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tellel) hat\303\241rozhatjuk meg:pFc := 1 - pF;A Bayes-val\303\263sz\303\255n\305\261s\303\251gek a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel sz\303\241molhat\303\263k (itt felhaszn\303\241ljuk a kor\303\241bban kisz\303\241molt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiRkYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQC1GLDYjUSFGJ0YyRkA= \303\251s 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 val\303\263sz\303\255n\305\261s\303\251geket):`P(A|F)` := pFA/pF; `P(B|F)` := pFB/pF; `P(C|F)` := pFC/pF;`P(A|Fc)` := pFcA/pFc; `P(B|Fc)` := pFcB/pFc; `P(C|Fc)` := pFcC/pFc;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) Adjuk meg az \303\266sszes fert\305\221z\303\266tt term\303\251s sz\303\241zal\303\251kos megoszl\303\241s\303\241t ter\303\274letek szerint!A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek felsorol\303\241s\303\241t jelenti:<`P(A|F)`, `P(B|F)`, `P(C|F)`>;A sz\303\241zal\303\251kk\303\251nt val\303\263 megjelen\303\255t\303\251shez kattintsunk jobb eg\303\251rgombbal az outputra \303\251s haszn\303\241ljuk a Numeric Formatting > Percent (Numerikus form\303\241z\303\241s > Sz\303\241zal\303\251k) opci\303\263t.e) Melyik ter\303\274let hozz\303\241j\303\241rul\303\241sa volt a legkisebb az \303\266sszes \303\251p term\303\251shez? H\303\241ny sz\303\241zal\303\251kot jelent ez?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legkisebbet:<`P(A|Fc)`, `P(B|Fc)`, `P(C|Fc)`>;Teh\303\241t az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn ter\303\274let hozz\303\241j\303\241rul\303\241sa volt a legkisebb az \303\266sszes \303\251p term\303\251shez, mely LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElMjUuOEYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy.f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJK0F+dGVyfF53fGd2bGV0RzYiNiNJLEZlcnR8YHd8XHR6fF53fGF2dHRHNiI=NiNJME5lbX5mZXJ0fGB3fFx0enxed3xhdnR0RzYiNiMkIiREIiEiJQ==NiMkIiV2QiEiJQ==NiMkIiNEISIjNiNJK0J+dGVyfF53fGd2bGV0RzYiNiMkIiNJISIkNiMkIiRxIyEiJA==NiMkIiNJISIjNiNJK0N+dGVyfF53fGd2bGV0RzYiNiMkIiRnJCEiJQ==NiMkIiVTVCEiJQ==NiMkIiNYISIjNiMkIiQmeSEiJQ==NiMkIiU6IyohIiU=NiMkIiQrIiEiIw==7. Feladat (Gy\303\274m\303\266lcs\303\266s cukork\303\241k)Egy gy\303\241rban k\303\251t gy\303\241rt\303\263soron h\303\241romf\303\251le gy\303\274m\303\266lcs\303\266s cukork\303\241t gy\303\241rtanak: citromosat (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQ0YnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6), narancsosat (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiTkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6) \303\251s m\303\241ln\303\241sat (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiTUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6). Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263sor az \303\266ssztermel\303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-\303\241\303\251rt felel\305\221s, m\303\255g a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263sor az \303\266sszes t\303\266bbi\303\251rt. Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263soron k\303\251sz\303\274lt cukork\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjNDBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a citromos, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a narancsos \303\251s a marad\303\251k m\303\241ln\303\241s, m\303\255g a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263soron k\303\251sz\303\274lt cukork\303\241k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMjBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a citromos, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMzBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a narancsos \303\251s a marad\303\251k m\303\241ln\303\241s.a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a cukork\303\241k gy\303\241rt\303\263sorok ill. \303\255zes\303\255t\303\251s szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!b) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy egy v\303\251letlenszer\305\261en kiv\303\241lasztott cukorka citromos, narancsos, ill. m\303\241ln\303\241s?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!d) Melyik gy\303\241rt\303\263sorr\303\263l sz\303\241rmazik a narancsos cukork\303\241k nagyobbik h\303\241nyada. H\303\241ny sz\303\241zal\303\241kot jelent ez?e) Melyik gy\303\241rt\303\263soron k\303\251sz\303\274l kevesebb m\303\241ln\303\241s cukorka?f) Ha egy cukork\303\241r\303\263l tudjuk, hogy nem citromos, akkor mekkora az es\303\251lye, hogy az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263soron k\303\251sz\303\274lt?g) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a cukork\303\241k gy\303\241rt\303\263sorok ill. \303\255zes\303\255t\303\251s szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!R\303\266gz\303\255ts\303\274k az adatokat! Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn r\303\251szesed\303\251se a termel\303\251sb\305\221l:pA := 0.3;Ha egy cukorka nem az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263soron k\303\251sz\303\274lt, akkor a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn-n, \303\255gy LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiQkYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= az ellent\303\251t-esem\303\251ny val\303\263sz\303\255n\305\261s\303\251ge:pB := 1 - pA;Annak val\303\263sz\303\255n\305\261s\303\251ge, hogy az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263sorr\303\263l v\303\251letlenszer\305\261en v\303\241lasztott cukorka citromos ill. narancsos:`P(C|A)`, `P(N|A)` := 0.4, 0.35;Mivel minden cukorka citromos, narancsos vagy m\303\241ln\303\241s az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263soron, ez\303\251rt 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, amib\305\221l megkaphatjuk LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNictRiw2JlEiTUYnRi9GMkY1LUkjbW9HRiQ2LlEifGdyRidGMi9GNlEnbm9ybWFsRicvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSwwLjExMTExMTFlbUYnLyUncnNwYWNlR0ZWLUYsNiZRIkFGJ0YvRjJGNUYyRkRGMkZERjJGRA==-t:`P(M|A)` := 1 - `P(C|A)` - `P(N|A)`;Hasonl\303\263an sz\303\241molhatunk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263sor eset\303\251ben:`P(C|B)`, `P(N|B)` := 0.2, 0.3;
`P(M|B)` := 1 - `P(C|B)` - `P(N|B)`;Ezut\303\241n hat\303\241rozzuk meg a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251nek seg\303\255ts\303\251g\303\251vel!pCA := `P(C|A)`*pA;
pNA := `P(N|A)`*pA;
pMA := `P(M|A)`*pA;pCB := `P(C|B)`*pB;
pNB := `P(N|B)`*pB;
pMB := `P(M|B)`*pB;A szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek \303\266sszege LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==-et tesz ki:pCA + pNA + pMA + pCB + pNB + pMB;Ezeknek a val\303\263sz\303\255n\305\261s\303\251geknek az ismeret\303\251ben felrajzolhatjuk a d\303\266nt\303\251si f\303\241t. A diagram els\305\221 szintj\303\251n a gy\303\241rt\303\263sor szerint (k\303\251tfel\303\251 \303\241gaz\303\241s), a 2. szintj\303\251n pedig az \303\255zes\303\255t\303\251s szerint (h\303\241romfel\303\251 \303\241gaz\303\241s) bontjuk fel az eseteket. Vegy\303\274k \303\251szre, hogy ez nem m\303\241s, mint az 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 \303\251s a 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 teljes esem\303\251nyrendszerek szerinti felbont\303\241s egym\303\241sut\303\241nja.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) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy egy v\303\251letlenszer\305\261en kiv\303\241lasztott cukorka citromos, narancsos, ill. m\303\241ln\303\241s?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel\303\251t alkalmazzuk a 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 \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiTUYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= val\303\263sz\303\255n\305\261s\303\251gek meghat\303\241roz\303\241s\303\241ra: \303\266sszeadjuk a d\303\266nt\303\251si fa megfelel\305\221 leveleire \303\255rt szorzat-val\303\263sz\303\255n\305\261s\303\251geket:pC := pCA + pCB;
pN := pNA + pNB;
pM := pMA + pMB;c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!Az inverz f\303\241ban az eredeti d\303\266nt\303\251si fa szintjei fel vannak cser\303\251lve. Az els\305\221 szint \303\251leire az egyes \303\255zes\303\255t\303\251sek val\303\263sz\303\255n\305\261s\303\251ge, a m\303\241sodik szint \303\251leire pedig az \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek ker\303\274lnek, melyek az adott gy\303\241rt\303\263sorr\303\263l sz\303\241rmaz\303\241s val\303\263sz\303\255n\305\261s\303\251g\303\251t adj\303\241k meg, adott \303\255zes\303\255t\303\251s felt\303\251tele mellett.A Bayes-val\303\263sz\303\255n\305\261s\303\251gek a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel sz\303\241molhat\303\263k (itt felhaszn\303\241ljuk az a) feladatr\303\251szb\305\221l a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit, ill. a b) feladatr\303\251szben kisz\303\241molt 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LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiTkYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiTUYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= val\303\263sz\303\255n\305\261s\303\251geket):`P(A|C)` := pCA/pC;
`P(A|N)` := pNA/pN;
`P(A|M)` := pMA/pM;`P(B|C)` := pCB/pC;
`P(B|N)` := pNB/pN;
`P(B|M)` := 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Melyik gy\303\241rt\303\263sorr\303\263l sz\303\241rmazik a narancsos cukork\303\241k nagyobbik h\303\241nyada. H\303\241ny sz\303\241zal\303\241kot jelent ez?A k\303\251rd\303\251s az al\303\241bbi k\303\251t felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g k\303\266z\303\274l k\303\251rdezi a kisebbiket:<`P(A|N)`, `P(B|N)`>;Teh\303\241t a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263sorr\303\263l sz\303\241rmazik a narancsos cukork\303\241k t\303\266bbs\303\251ge, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEmNjYuNjdGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg==-a (azaz LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkmbWZyYWNHRiQ2KC1JI21uR0YkNiVRIjJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1GIzYmLUYvNiVRIjNGJ0YyRjUvJSdpdGFsaWNHUSV0cnVlRidGMi9GNlEnaXRhbGljRicvJS5saW5ldGhpY2tuZXNzR1EiMUYnLyUrZGVub21hbGlnbkdRJ2NlbnRlckYnLyUpbnVtYWxpZ25HRkcvJSliZXZlbGxlZEdGNC1JI21pR0YkNiNRIUYnRjJGNQ==-a).e) Melyik gy\303\241rt\303\263soron k\303\251sz\303\274l kevesebb m\303\241ln\303\241s cukorka?A k\303\251rd\303\251s az al\303\241bbi k\303\251t felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g k\303\266z\303\274l k\303\251rdezi a kisebbiket:<`P(A|M)`, `P(B|M)`>;Teh\303\241t az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263soron k\303\251sz\303\274l kevesebb m\303\241ln\303\241s cukorka.f) Ha egy cukork\303\241r\303\263l tudjuk, hogy nem citromos, akkor mekkora az es\303\251lye, hogy az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiQUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263soron k\303\251sz\303\274lt?Ha egy cukorka nem citromos, akkor narancsos vagy m\303\241ln\303\241s. A feladatunk teh\303\241t a 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 felt\303\251teles val\303\263sz\303\255n\305\261s\303\251g meghat\303\241roz\303\241sa. Defin\303\255ci\303\263 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.Mivel LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiTkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiTUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn egym\303\241st k\303\266lcs\303\266n\303\266sen kiz\303\241r\303\263 esem\303\251nyek (egy cukorka nem lehet egyszerre narancsos \303\251s m\303\241ln\303\241s \303\255z\305\261 is), ez\303\251rt kihaszn\303\241lhatjuk a val\303\263sz\303\255n\305\261s\303\251gi m\303\251rt\303\251k additivit\303\241s\303\241t: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.A megold\303\241s teh\303\241t:`P(A|Cc)` := (pNA + pMA)/(pN + pM);Azaz nagyj\303\241b\303\263l LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEmMjQuMzJGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy1JI21vR0YkNi5RIn5GJ0YvRjIvJSZmZW5jZUdGMS8lKnNlcGFyYXRvckdGMS8lKXN0cmV0Y2h5R0YxLyUqc3ltbWV0cmljR0YxLyUobGFyZ2VvcEdGMS8lLm1vdmFibGVsaW1pdHNHRjEvJSdhY2NlbnRHRjEvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZJLUkjbWlHRiQ2JlEiJUYnLyUnaXRhbGljR1EldHJ1ZUYnRi8vRjNRJ2l0YWxpY0YnRi9GMg== annak az es\303\251lye, hogy egy nem citromos cukorka az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiQUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263soron k\303\251sz\303\274lt.g) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJLkF+Z3l8Xnd8XHVydHxed3xednNvckc2Ig==NiNJKUNpdHJvbW9zRzYiNiNJKk5hcmFuY3Nvc0c2Ig==NiNJKU18Xnd8XHVsbnxed3xcdXNHNiI=NiMkIiM3ISIjNiMkIiQwIiEiJA==NiNJLkJ+Z3l8Xnd8XHVydHxed3xednNvckc2Ig==NiMkIiM5ISIjNiMkIiNAISIjNiMkIiNFISIjNiMkIiQ6JCEiJA==NiMkIiIkISIiNiMkIiIoISIiNiMkIiM1ISIiNiMkIiN2ISIkNiMkIiNOISIjNiMkIiREJSEiJA==8. Feladat (Cip\305\221keresked\303\251s)Egy cip\305\221-nagykeresked\305\221 az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWEYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241rt\303\263l v\303\241s\303\241rol cip\305\221ket LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EjMjBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGN0YvRjJGNUY4, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EjMzVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGN0YvRjJGNUY4, ill. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjNDVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-os ar\303\241nyban. Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWEYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWUYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 ill. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiWkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6 gy\303\241r cip\305\221i LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNUYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=, ill. LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EiMkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3LUkjbW9HRiQ2MFEifkYnRi9GMkY1RjgvJSZmZW5jZUdGNC8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZOLUkjbWlHRiQ2KFEiJUYnRi8vJSdpdGFsaWNHRjFGMi9GNlEsYm9sZC1pdGFsaWNGJ0Y4Ri9GMkY1Rjg=-ban hib\303\241saknak (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiSEYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6) bizonyultak.a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a cip\305\221k gy\303\241rt\303\263k szerinti ill. hib\303\241ss\303\241g szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!b) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy egy v\303\251letlenszer\305\261en kiv\303\241lasztott cip\305\221 hib\303\241s ill. hib\303\241tlan?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!d) Adjuk meg a hib\303\241s cip\305\221k sz\303\241zal\303\251kos megoszl\303\241s\303\241t gy\303\241rt\303\263k szerint!e) A hib\303\241tlan cip\305\221k k\303\266z\303\266tt melyik gy\303\241rt\303\263 term\303\251kei vannak legnagyobb ar\303\241nyban? Mekkora ez az ar\303\241ny?f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;a) Szeml\303\251ltess\303\274k d\303\266nt\303\251si fa diagramon a cip\305\221k gy\303\241rt\303\263k szerinti ill. hib\303\241ss\303\241g szerinti k\303\251tszint\305\261 megoszl\303\241s\303\241t! Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!R\303\266gz\303\255ts\303\274k az adatokat! Az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiWEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiWUYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiWkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263t\303\263l v\303\241s\303\241rolt cip\305\221k ar\303\241nya:pX, pY, pZ := 0.2, 0.35, 0.45;Annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy az egyes gy\303\241rt\303\263kt\303\263l v\303\241s\303\241rolt cip\305\221 hib\303\241snak bizonyul:`P(H|X)`, `P(H|Y)`, `P(H|Z)` := 0.05, 0.04, 0.02;A felt\303\251telre szor\303\255tkoz\303\263 val\303\263sz\303\255n\305\261s\303\251gi mez\305\221n sz\303\241molva mindh\303\241rom gy\303\241rt\303\263 eset\303\251n megkapjuk a hib\303\241tlan cip\305\221k r\303\251szar\303\241ny\303\241t:`P(Hc|X)` := 1 - `P(H|X)`;
`P(Hc|Y)` := 1 - `P(H|Y)`;
`P(Hc|Z)` := 1 - `P(H|Z)`;Most haszn\303\241ljuk a val\303\263sz\303\255n\305\261s\303\251gek szorz\303\241st\303\251tel\303\251t a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek meghat\303\241roz\303\241s\303\241hoz!pHX := `P(H|X)`*pX;
pHY := `P(H|Y)`*pY;
pHZ := `P(H|Z)`*pZ;pHcX := `P(Hc|X)`*pX;
pHcY := `P(Hc|Y)`*pY;
pHcZ := `P(Hc|Z)`*pZ;Ezeknek a val\303\263sz\303\255n\305\261s\303\251geknek az ismeret\303\251ben felrajzolhatjuk a d\303\266nt\303\251si f\303\241t. A diagram els\305\221 szintj\303\251n a gy\303\241rt\303\263 szerint, a 2. szintj\303\251n pedig a hib\303\241ss\303\241g szerint bontjuk fel az eseteket.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) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy egy v\303\251letlenszer\305\261en kiv\303\241lasztott cip\305\221 hib\303\241s ill. hib\303\241tlan?A teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251tel\303\251t alkalmazzuk a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiSEYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= val\303\263sz\303\255n\305\261s\303\251g meghat\303\241roz\303\241s\303\241ra: \303\266sszeadjuk a d\303\266nt\303\251si fa azon \303\241gain sz\303\241molt szorzat-val\303\263sz\303\255n\305\261s\303\251geket, melyek a hib\303\241s cip\305\221kh\303\266z tartoznak.pH := pHX + pHY + pHZ;
Teh\303\241t a cip\305\221k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVEkMy4zRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1Enbm9ybWFsRictSSNtb0dGJDYuUSJ+RidGL0YyLyUmZmVuY2VHRjEvJSpzZXBhcmF0b3JHRjEvJSlzdHJldGNoeUdGMS8lKnN5bW1ldHJpY0dGMS8lKGxhcmdlb3BHRjEvJS5tb3ZhYmxlbGltaXRzR0YxLyUnYWNjZW50R0YxLyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGSS1JI21pR0YkNiZRIiVGJy8lJ2l0YWxpY0dRJXRydWVGJ0YvL0YzUSdpdGFsaWNGJ0YvRjI=-a hib\303\241s.A hib\303\241tlan cip\305\221k ar\303\241ny\303\241t megkapjuk, ha LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW5HRiQ2JVEiMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnRi9GMg==-b\305\221l kivonjuk a hib\303\241s cip\305\221k ar\303\241ny\303\241t (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiSEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2I1EhRictRiM2JkYrLUkmbW92ZXJHRiQ2JS1GLDYmUSJIRicvJSdpdGFsaWNHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1EnaXRhbGljRictSSNtb0dGJDYvUSomT3ZlckJhcjtGJ0Y6LyUscGxhY2Vob2xkZXJHRjkvRj5RJ25vcm1hbEYnLyUmZmVuY2VHUSZ1bnNldEYnLyUqc2VwYXJhdG9yR0ZKLyUpc3RyZXRjaHlHRjkvJSpzeW1tZXRyaWNHRkovJShsYXJnZW9wR0ZKLyUubW92YWJsZWxpbWl0c0dGSi8lJ2FjY2VudEdGOS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRllGVUY6RkZGK0Y6RkY= ellent\303\251t esem\303\251nyek). (Vagy teljes val\303\263sz\303\255n\305\261s\303\251g t\303\251telt is alkalmazhatunk, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYmLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiSEYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQEYyRkA= kisz\303\241m\303\255t\303\241s\303\241hoz hasonl\303\263an.)pHc := 1 - pH;Teh\303\241t a cip\305\221k LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElOTYuN0YnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy-a hib\303\241tlan.c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!Az inverz f\303\241ban az eredeti d\303\266nt\303\251si fa szintjei fel vannak cser\303\251lve. Az els\305\221 szint \303\251leire a hib\303\241ss\303\241g/hib\303\241tlans\303\241g val\303\263sz\303\255n\305\261s\303\251ge, a m\303\241sodik szint \303\251leire pedig az \303\272n. Bayes-val\303\263sz\303\255n\305\261s\303\251gek ker\303\274lnek, melyek annak val\303\263sz\303\255n\305\261s\303\251g\303\251t adj\303\241k meg, hogy egy cip\305\221 egy adott gy\303\241rt\303\263t\303\263l sz\303\241rmazik a hib\303\241ss\303\241g/hib\303\241tlans\303\241g felt\303\251tele mellett.A Bayes-val\303\263sz\303\255n\305\261s\303\251gek a Bayes-t\303\251tel seg\303\255ts\303\251g\303\251vel sz\303\241molhat\303\263k (itt felhaszn\303\241ljuk a kor\303\241bban kisz\303\241molt LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2JlEiUEYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnLUkobWZlbmNlZEdGJDYlLUYjNiUtRiw2JlEiSEYnRi9GMkY1RjIvRjZRJ25vcm1hbEYnRjJGQC1GLDYjUSFGJ0YyRkA= \303\251s 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 val\303\263sz\303\255n\305\261s\303\251geket):`P(X|H)` := pHX/pH; `P(Y|H)` := pHY/pH; `P(Z|H)` := pHZ/pH;`P(X|Hc)` := pHcX/pHc; `P(Y|Hc)` := pHcY/pHc; `P(Z|Hc)` := 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Adjuk meg a hib\303\241s cip\305\221k sz\303\241zal\303\251kos megoszl\303\241s\303\241t gy\303\241rt\303\263k szerint!A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek felsorol\303\241s\303\241t jelenti:<`P(X|H)`, `P(Y|H)`, `P(Z|H)`>;A sz\303\241zal\303\251kk\303\251nt val\303\263 megjelen\303\255t\303\251shez kattintsunk jobb eg\303\251rgombbal az outputra \303\251s haszn\303\241ljuk a Numeric Formatting > Percent (Numerikus form\303\241z\303\241s > Sz\303\241zal\303\251k) opci\303\263t.e) A hib\303\241tlan cip\305\221k k\303\266z\303\266tt melyik gy\303\241rt\303\263 term\303\251kei vannak legnagyobb ar\303\241nyban? Mekkora ez az ar\303\241ny?A k\303\251rd\303\251s az al\303\241bbi felt\303\251teles val\303\263sz\303\255n\305\261s\303\251gek k\303\266z\303\274l k\303\251rdezi a legnagyobbat:<`P(X|Hc)`, `P(Y|Hc)`, `P(Z|Hc)`>;Teh\303\241t a hib\303\241tlan cip\305\221k k\303\266z\303\266tt az LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbWlHRiQ2JlEiWkYnLyUnaXRhbGljR1EldHJ1ZUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ2l0YWxpY0YnRjIvRjZRJ25vcm1hbEYn gy\303\241rt\303\263 term\303\251kei vannak a legnagyobb ar\303\241nyban. Ez az ar\303\241ny LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2JVElNDQuMUYnLyUrZXhlY3V0YWJsZUdRJmZhbHNlRicvJSxtYXRodmFyaWFudEdRJ25vcm1hbEYnLUkjbW9HRiQ2LlEifkYnRi9GMi8lJmZlbmNlR0YxLyUqc2VwYXJhdG9yR0YxLyUpc3RyZXRjaHlHRjEvJSpzeW1tZXRyaWNHRjEvJShsYXJnZW9wR0YxLyUubW92YWJsZWxpbWl0c0dGMS8lJ2FjY2VudEdGMS8lJ2xzcGFjZUdRJjAuMGVtRicvJSdyc3BhY2VHRkktSSNtaUdGJDYmUSIlRicvJSdpdGFsaWNHUSV0cnVlRidGLy9GM1EnaXRhbGljRidGL0Yy.f) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!NiNJK1h+Z3l8Xnd8XHVydHxed3xedkc2Ig==NiNJJ0hpYnxed3xcdXNHNiI=NiNJKkhpYnxed3xcdXRsYW5HNiI=NiMkIiM1ISIkNiMkIiQhPiEiJA==NiMkIiIjISIiNiNJK1l+Z3l8Xnd8XHVydHxed3xedkc2Ig==NiMkIiRTIiEiJQ==NiMkIiVnTCEiJQ==NiMkIiNOISIjNiNJK1p+Z3l8Xnd8XHVydHxed3xedkc2Ig==NiMkIiMhKiEiJQ==NiMkIiU1VyEiJQ==NiMkIiNYISIjNiMkIiRJJCEiJQ==NiMkIiVxJyohIiU=NiMkIiQrIiEiIw==Gyakorl\303\263 feladatokGy/1. Feladat (\303\201ruh\303\241z besz\303\241ll\303\255t\303\263i / 2.)JSFHEgy \303\241ruh\303\241z h\303\241rom k\303\274l\303\266nb\303\266z\305\221 besz\303\241ll\303\255t\303\263t\303\263l veszi a ban\303\241nt.
Az "A" besz\303\241ll\303\255t\303\263 term\303\251keinek LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMjBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-a min\305\221s\303\251gileg enyh\303\251n kifog\303\241solhat\303\263 (m\303\241sodoszt\303\241ly\303\272), de m\303\251gis ett\305\221l veszik a teljes mennyis\303\251g LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjNTBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-\303\241t, mert olcs\303\263.
A "B" besz\303\241ll\303\255t\303\263 LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjOTVGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-ban els\305\221 oszt\303\241ly\303\272 term\303\251ket sz\303\241ll\303\255t, de a t\303\266bbiekhez k\303\251pest dr\303\241g\303\241bban, ez\303\251rt a teljes k\303\251szlet LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMjBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-\303\241t veszik csak t\305\221l\303\274k.
A marad\303\251k a "C" besz\303\241ll\303\255t\303\263t\303\263l sz\303\241rmazik, melynek term\303\251kei LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYpLUkjbW5HRiQ2J1EjMTBGJy8lJWJvbGRHUSV0cnVlRicvJStleGVjdXRhYmxlR1EmZmFsc2VGJy8lLG1hdGh2YXJpYW50R1ElYm9sZEYnLyUrZm9udHdlaWdodEdGNy1JI21vR0YkNjBRIn5GJ0YvRjJGNUY4LyUmZmVuY2VHRjQvJSpzZXBhcmF0b3JHRjQvJSlzdHJldGNoeUdGNC8lKnN5bW1ldHJpY0dGNC8lKGxhcmdlb3BHRjQvJS5tb3ZhYmxlbGltaXRzR0Y0LyUnYWNjZW50R0Y0LyUnbHNwYWNlR1EmMC4wZW1GJy8lJ3JzcGFjZUdGTi1JI21pR0YkNihRIiVGJ0YvLyUnaXRhbGljR0YxRjIvRjZRLGJvbGQtaXRhbGljRidGOEYvRjJGNUY4-ban m\303\241sodoszt\303\241ly\303\272ak.a) K\303\251sz\303\255ts\303\274nk az adatokb\303\263l fa diagramot. Sz\303\241moljuk ki a szorzatesem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geit is!
b) A bolt teljes k\303\255n\303\241lat\303\241ban mennyi az els\305\221 oszt\303\241ly\303\272 term\303\251kek ar\303\241nya?c) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!
d) Melyik besz\303\241ll\303\255t\303\263t\303\263l \303\251rkezik a legt\303\266bb m\303\241sodoszt\303\241ly\303\272 ban\303\241n?e) K\303\251sz\303\255ts\303\274k el az egy\303\274ttes esem\303\251nyek val\303\263sz\303\255n\305\261s\303\251geinek t\303\241bl\303\241zat\303\241t!Megold\303\241srestart;LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYlLUkjbW9HRiQ2LVEifkYnLyUsbWF0aHZhcmlhbnRHUSdub3JtYWxGJy8lJmZlbmNlR1EmZmFsc2VGJy8lKnNlcGFyYXRvckdGNC8lKXN0cmV0Y2h5R0Y0LyUqc3ltbWV0cmljR0Y0LyUobGFyZ2VvcEdGNC8lLm1vdmFibGVsaW1pdHNHRjQvJSdhY2NlbnRHRjQvJSdsc3BhY2VHUSYwLjBlbUYnLyUncnNwYWNlR0ZDLyUrZXhlY3V0YWJsZUdGNEYvGy/2. Feladat (Hamis dob\303\263kocka)Van LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg= dob\303\263kock\303\241nk, LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiM0YnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg= szab\303\241lyos \303\251s LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiMUYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg= hamis. A hamis kock\303\241n a LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-es sz\303\241m hely\303\251n is LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-os van (\303\255gy \303\266sszesen k\303\251t oldal\303\241n van LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-os). V\303\251letlenszer\305\261en kiv\303\241lasztunk egy kock\303\241t \303\251s dobunk vele.a) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-ost (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiSEYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6) illetve hogy 4-est (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiTkYnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6) dobtunk?b) Mekkora annak a val\303\263sz\303\255n\305\261s\303\251ge, hogy nem dobtunk sem LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-est, sem LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-ost (LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbWlHRiQ2KFEiU0YnLyUlYm9sZEdRJXRydWVGJy8lJ2l0YWxpY0dGMS8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSxib2xkLWl0YWxpY0YnLyUrZm9udHdlaWdodEdRJWJvbGRGJ0YvRjQvRjhGPEY6)?c) Felt\303\251ve, hogy LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-ost dobtunk, mennyi a val\303\263sz\303\255n\305\261s\303\251ge, hogy a cinkelt kock\303\241val dobtunk?d) Felt\303\251ve, hogy LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-est dobtunk, mennyi a val\303\263sz\303\255n\305\261s\303\251ge, hogy egy szab\303\241lyos kock\303\241val dobtunk?e) Ha tudjuk, hogy nem dobtunk sem LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNEYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-est, sem LUklbXJvd0c2Iy9JK21vZHVsZW5hbWVHNiJJLFR5cGVzZXR0aW5nR0koX3N5c2xpYkdGJzYnLUkjbW5HRiQ2J1EiNkYnLyUlYm9sZEdRJXRydWVGJy8lK2V4ZWN1dGFibGVHUSZmYWxzZUYnLyUsbWF0aHZhcmlhbnRHUSVib2xkRicvJStmb250d2VpZ2h0R0Y3Ri9GMkY1Rjg=-ost, akkor melyiknek van nagyobb es\303\251lye: annak, hogy egy szab\303\241lyos vagy annak, hogy a hamis kock\303\241val dobtunk?f) K\303\251sz\303\255ts\303\274k el az inverz fa diagramot a megfelel\305\221 val\303\263sz\303\255n\305\261s\303\251gekkel!Megold\303\241srestart;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