التعلم الجماعي

في الإحصائيات والتعلم الآلي، تستخدم أساليب الفرقة خوارزميات تعلم متعددة للحصول على أداء تنبؤي أفضل مما يمكن الحصول عليه من أي خوارزميات التعلم التأسيسية وحدها.[1][2][3] على عكس الفرقة الإحصائية في الميكانيكا الإحصائية، والتي عادة ما تكون لا نهائية، يتكون التعلم الآلي الجماعي من مجموعة محدودة محددة من النماذج البديلة، ولكنها تسمح عادةً بوجود بنية أكثر مرونة بين تلك البدائل.

المراجع

  1. ^ Opitz، D.؛ Maclin، R. (1999). "Popular ensemble methods: An empirical study". Journal of Artificial Intelligence Research. ج. 11: 169–198. arXiv:1106.0257. DOI:10.1613/jair.614.
  2. ^ Polikar، R. (2006). "Ensemble based systems in decision making". IEEE Circuits and Systems Magazine. ج. 6 ع. 3: 21–45. DOI:10.1109/MCAS.2006.1688199. S2CID:18032543.
  3. ^ Rokach، L. (2010). "Ensemble-based classifiers". Artificial Intelligence Review. ج. 33 ع. 1–2: 1–39. DOI:10.1007/s10462-009-9124-7. hdl:11323/1748. S2CID:11149239.

Read other articles:

Rostrum (mỏ) của một con cá heo mũi chai Trong giải phẫu học, thuật ngữ mỏ/ mõm hoặc rostrum (từ rostrum Latin có nghĩa là mỏ chim) được sử dụng cho một số cấu trúc không liên quan đến phát sinh trong các nhóm động vật khác nhau. Động vật không xương sống Trong động vật giáp xác, các rostrum là phần mở rộng về phía trước của carapace ở phía trước của mắt.[1] Nó thường là một c�...

 

Kabupaten Banggai KepulauanKabupatenPantai Palam LambangJulukan: Bermuda in Central SulawesiMotto: Kenendeke Konda LipuPetaKabupaten Banggai KepulauanPetaTampilkan peta SulawesiKabupaten Banggai KepulauanKabupaten Banggai Kepulauan (Indonesia)Tampilkan peta IndonesiaKoordinat: 1°24′31″S 123°12′23″E / 1.408619°S 123.206363°E / -1.408619; 123.206363Negara IndonesiaProvinsiSulawesi TengahDasar hukumUU Nomor 51 Tahun 1999Ibu kotaSalakanJumlah sat...

 

Bukan SandiwaraSutradara Sjuman Djaya Produser Jiwat KK Ditulis oleh Titie Said PemeranRoy MartenYenny RachmanDoddy SukmaEtty SumiatiJiro KoinumaNani WidjayaRachmat HidayatRobby SugaraMaruli SitompulSofia W.D.Penata musikSudharnotoSinematograferLukman Hakim NainPenyuntingJanis BadarTanggal rilis1980Durasi164 menitNegara Indonesia Bahasa Indonesia Bukan Sandiwara adalah film Indonesia yang diproduksi pada tahun 1980 dengan disutradarai oleh Sjuman Djaya. Sinopsis Sepasang suami-istri (Ro...

ФоFaux Країна  Франція Регіон Гранд-Ест  Департамент Арденни  Округ Ретель Кантон Мезідон-Канон Код INSEE 08165 Поштові індекси 08270 Координати 49°32′17″ пн. ш. 4°30′00″ сх. д.H G O Площа 3,28 км² Населення 59 (01-2020[1]) Густота 17,07 ос./км² Розміщення Влада МерМандат Luc Monce...

 

The Mosque of Abu al-Dhahabمسجد أبو الذهبReligionAffiliationIslamBranch/traditionSunni IslamLocationLocationCairo, EgyptShown within EgyptGeographic coordinates30°02′46″N 31°15′42″E / 30.046066°N 31.261755°E / 30.046066; 31.261755ArchitectureTypeMosqueStyleOttoman architectureDate established1774Minaret(s)1 The Mosque of Abu al-Dhahab (Arabic: مسجد أبو الذهب) is an 18th-century mosque in Cairo, Egypt, located next to the Al-Azhar Mos...

 

Souq in Doha, Qatar Souq WaqifNative nameسوق واقف (Arabic)LocationDoha, QatarCoordinates25°17′14.58″N 51°31′59.54″E / 25.2873833°N 51.5332056°E / 25.2873833; 51.5332056ConstructionCompletionLate 19th century-early 20th century Souq Waqif (Arabic: سوق واقف Sūq Wāqif, the standing market) is a marketplace (souq) in Doha, in the state of Qatar. The souq sells traditional garments, spices, handicrafts, and souvenirs. It is also home to rest...

This article relies largely or entirely on a single source. Please help improve this article by introducing citations to additional sources.Find sources: Armenia at the 2023 World Athletics Championships – news · newspapers · books · scholar · JSTOR (August 2023) Sporting event delegationArmenia at the2023 World Athletics ChampionshipsFlag of ArmeniaWA codeARMin Budapest, Hungary19 August 2023 (2023-08-19) – 27 August 20...

 

Kasteel van Hoepertingen Poortgebouw Het Kasteel van Hoepertingen is een waterkasteel aan de Kasteelstraat 10 te Hoepertingen. Geschiedenis Het huidige kasteel heeft een voorganger gehad, die in 1476 werd omschreven als een omgracht huis met pachthof. Aan dit oudere gebouw herinnert nog een gotische, mergelstenen muurnis. In 1617 werd kasteel en heerlijkheid door Ernest Van der Mark-Arenberg verkocht aan Jan-Willem van Scharenberg. Deze liet het huidige kasteel bouwen. In 1688 werd dit alles ...

 

Société mathématique d'ÉdimbourgLogo de la Société mathématique d'Édimbourg.HistoireFondation 1883CadreType Société savanteDomaine d'activité MathématiquesPays  Royaume-UniOrganisationFondateurs Alexander Fraser (en), Andrew Barclay (en)Publication Proceedings of the Edinburgh Mathematical SocietySite web (en) www.ems.ac.ukmodifier - modifier le code - modifier Wikidata La Société mathématique d'Édimbourg (en anglais : Edinburgh Mathematical Society) est une soc...

Share of population in extreme poverty over time The African country of Ethiopia has made massive strides towards alleviating poverty since 2000 when it was assessed that their poverty rate was one of the greatest among all other countries.[1] The country has made great strides in different areas of the Millennium Development Goals including eradicating various diseases and decreasing the rate of child mortality.[1] Despite these improvements, poverty is still extremely high w...

 

German thrash metal band SodomSodom performing in 2022Background informationOriginGelsenkirchen, GermanyGenres Thrash metal speed metal death metal black metal (early)[1] DiscographySodom discographyYears active1981–presentLabelsSteamhammerMembersTom AngelripperFrank Blackfire GosdzikYorck SegatzToni MerkelPast membersFrank TestegenJosef DominicMichael Destructor WulfUwe ChristophersUwe BaltruschMichael HoffmannAndy BringsDirk Strahli StrahlmeierChristian Witchhunter DudekAtomic Ste...

 

This article has multiple issues. Please help improve it or discuss these issues on the talk page. (Learn how and when to remove these template messages) This article needs additional citations for verification. Please help improve this article by adding citations to reliable sources. Unsourced material may be challenged and removed.Find sources: General frame – news · newspapers · books · scholar · JSTOR (November 2020) (Learn how and when to remove t...

This article relies largely or entirely on a single source. Relevant discussion may be found on the talk page. Please help improve this article by introducing citations to additional sources.Find sources: Duplicate Tsing Yi South Bridge – news · newspapers · books · scholar · JSTOR (August 2015) Duplicate Tsing Yi South BridgeTraditional Chinese青衣複制南橋TranscriptionsYue: CantoneseYale RomanizationChīng yī fūk jai nàahm kìuhJyutpingC...

 

King of Wessex BeorhtricDepiction of Beorhtric from the Genealogical Chronicle of the English Kings, a late 13th-century manuscript in the British LibraryKing of WessexReign786–802PredecessorCynewulfSuccessorEgbertDied802SpouseEadburhHouseWessex Beorhtric (meaning magnificent ruler; also spelled Brihtric) (died 802) was the King of Wessex from 786 to 802, succeeding Cynewulf. During his rule, however, his wife and father-in-law had most of the power.[1][2] Early life The nam...

 

Museum Pusaka KaroTampak depan bangunan Museum Pusaka Karo.Didirikan9 Maret 2013; 10 tahun lalu (2013-03-09)LokasiBerastagi, Karo, Sumatera Utara, IndonesiaKoleksi pentingRumah Gugung Tirto MecihoWisatawan20.600 (per 2022)[1]PendiriLeonardus Egidius JoostenKuratorKriswanto GintingPemilikYayasan Pusaka Karo Museum Pusaka Karo adalah salah satu museum di Sumatera Utara, Indonesia yang menyimpan koleksi barang-barang pusaka masyarakat Karo. Museum ini didirikan oleh misionaris Kapus...

For the game, see Assassin (game). 2011 American filmAssassination GamesTheatrical release posterDirected byErnie BarbarashWritten byAaron Rahsaan ThomasProduced by Justin Bursch Brad Krevoy Patrick Newall Starring Jean-Claude van Damme Scott Adkins CinematographyPhil ParmetEdited byPeter Devaney FlanaganMusic byNeal AcreeProductioncompanies MediaPro Studios Rodin Entertainment Distributed by Samuel Goldwyn Films Sony Pictures Home Entertainment Release date July 29, 2011 (2011...

 

Historic house in Ohio, United States United States historic placeJames and Sophia Clemens FarmsteadU.S. National Register of Historic Places Front and side of the farmhouseShow map of OhioShow map of the United StatesNearest city467 Stingley Rd., Palestine, OhioCoordinates40°4′39″N 84°47′43″W / 40.07750°N 84.79528°W / 40.07750; -84.79528Area4 acres (1.6 ha)Built1850Architectural styleI-houseNRHP reference No.01000199[1]Added to ...

 

24-story office building in Portland, Oregon Moda TowerNortheast cornerLocation within Portland, OregonFormer namesODS TowerGeneral informationTypeCommercial officesLocationPortland, OregonCoordinates45°31′06″N 122°40′30″W / 45.5183°N 122.6749°W / 45.5183; -122.6749Completed1999CostUS$34 millionOwnerUnico Properties, American Realty AdvisorsHeightRoof94 m (308 ft)Technical detailsFloor count24Floor area400,000 sq ft (37,000 m2)Desig...

Japanese TV series or program Garo: Makai no HanaPromotional poster featuring Raiga Saezima (Masei Nakayama)GenreTokusatsuHorrorDramaSuperheroCreated byKeita AmemiyaBased onGaroWritten byKeita AmemiyaHisako FujihiraKei TaguchiItaru EraYūdai YamaguchiNorio KidaSumiko UmedaYūsuke KawanamiDirected byKeita AmemiyaMitsuyoshi AbeYūdai YamaguchiMakoto YokoyamaYasuhiro MatsudaRyu KanedaAkihito ShimodaShigeyuki NakagawaJubei InoYoshiomi UmetsuAkira OhashiKei EraStarringMasei NakayamaAtomu Mizu...

 

Indian comedy television series Kabhi Saas Kabhi BahuGenreComedyCreated byMainframe EntertainmentDirected byRajesh GuptaStarringsee belowOpening themeKabhi Saas Kabhi BahuCountry of originIndiaOriginal languageHindiNo. of seasons1ProductionCamera setupMulti-cameraRunning time30 minutesOriginal releaseNetworkDD NationalRelease2 April 2008 (2008-04-02) –2010 (2010) Kabhi Saas Kabhi Bahu is a comedy series on DD National channel based on the 3 generations of Awasthi family, whos...

 

Strategi Solo vs Squad di Free Fire: Cara Menang Mudah!