Avoiding Boosting Overfitting by Removing Confusing Samples Alexander Vezhnevets, Olga Barinova Moscow State University, dept. of Computational Mathematics and Cybernetics, Graphics and Media Lab 119992 Moscow, Russia {avezhnevets, obarinova}@graphics.cs.msu.ru Abstract. ... We propose an algorithm for removing confusing samples and experimentally study behavior of AdaBoost trained on the resulting data sets. ... In section 4. we describe an algorithm for removing confusing samples from training set. ...
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Ссылки http://graphics.cs.msu.ru/sites/default/files/download/ecml07.pdf -- 113.6 Кб -- 15.09.2009 Похожие документы
... These approaches were: (1) laser photobleaching of a path through the centrosome; (2) direct observation of microtubules in centrosome-containing cytoplasts; (3) GFP-CLIP-170 expression as a marker for microtubule plus end growth; and (iv) sequential subtraction analysis. ... This result signifies that most MTs persistently grow from their time of birth at the centrosome until their plus end nears the cell margin. ... Growth of nascent MTs in CHO cells was not only persistent but rapid. ...
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Ссылки http://cellmotility.genebee.msu.ru/html/articles/komarova2002.pdf -- 696.8 Кб -- 18.09.2002 Похожие документы
... When embedded within a base document, a URL in its absolute form may contain a great deal of information which is already known from the context of that base document's retrieval, including the scheme, network location, and parts of the url-path. ... Introduction This document describes the syntax and semantics for "relative" Uniform Resource Locators (relative URLs): a compact representation of the location of a resource relative to an absolute base URL. ... 3.1) Base URL embedded in the | ...
Моделирование в науке и технологии, 2009 ФУНКЦИЯ ЛЯПУНОВА КАК ИНСТРУМЕНТ ИССЛЕДОВАНИЯ КОГНИТИВНЫХ И РЕГУЛЯТОРНЫХ ПРОЦЕССОВ ОРГАНИЗМА Терехин А.Т., Будилова Е.В ., Карпенко М.П., Качалова Л.М., Чмыхова Е.В . Биологический факультет Московского государственного университета им. М.В. Ломоносова, Ленинские горы 1, стр.12, Москва 119991 ... генной, которые, однако, тесно связаны между собой и образуют единую нейрогеногуморальную когнитивно-регуляторную динамическую сеть ...
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Ссылки http://ecology.genebee.msu.ru/3_SOTR/CV_Terekhin_publ/2009_Lyapunov_MCE.doc -- 195.0 Кб -- 11.08.2009 Похожие документы
... The main LanHEP features are: § LanHEP expands expression and combines similar terms ; § it performs the Fourier transformation by replacing derivatives with momenta of particles; § it writes Feynman rules in the form ... example for covariant derivative; § it is possible to define multiplets, and (if necessary) their components; § user can write Lagrangian terms with Lorentz and multiplet indices explicitly or omit indices (all or some of them); § ... It has one vector index. ...
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Ссылки http://comphep.sinp.msu.ru/_media/download/hep-ph-0208011.pdf -- 280.5 Кб -- 13.09.2006 Похожие документы
Application of the V--Ray Technology for Optimization of the TRFD and FLO52 Perfect Club Benchmarks to CRAY Y--MP and CRAY T3D Supercomputers Alexander S. Antonov, Vladimir V. Voevodin Moscow State University, Russia email: voevodin@vvv.srcc.msu.su Abstract The paper shows an application of the socalled V Ray Technology for optimizing the TRFD and FLO52 Perfect Club Benchmarks to CRAY Y--MP and CRAY T3D supercomputers. ... Results for CRAY YMP supercomputers. al structure of the program. ...
Moscow State University Belozersky Institute of Physico-Chemical Biology . Vladimir Yurievich Polyakov - Head of the Department . ... Eugene V. Sheval . ... Sergei Golyshev . ... Eugene Pavlovich Senchenkov . Alexey Lazarev . ... Eugene Arifulin . ... Alexey Kopilov . Alexandra Smirnova . ... Web-design by Sergei Golyshev . ...
Economic, industry and corporate trends A report from the Economist Intelligence Unit sponsored by Cisco Systems Foresight 2020 Economic, industry and corporate trends Contents Preface Executive summary Chapter 1: The world economy Chapter 2: Industries Automotive Consumer goods and retailing Energy Financial services Healthcare and pharmaceuticals Manufacturing Public sector Telecoms Chapter 3: The company Appendix I: Survey results 2 3 6 22 24 30 36 43 50 57 62 67 74 86 Appendix II: Methodology for
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Ссылки http://bc.fdo.msu.ru/Nik_s/WorkFiles/DOC_files/World_shares_foresight_2020.pdf -- 425.8 Кб -- 20.03.2012 Похожие документы
SUPERVISOR program User Guide SV version 0.24 Kornilov V., Shatsky N., Voziakova O. March 22, 2004 1 Contents 1 Basic principles 2 Comp onent programs 3 Writing the scenaria 4 Editing the SV configuration file 5 Starting the system A Command list for the communication of the system Sup ervisor A.1 Commands acknowledgment . ... Initialization should b e done b efore scenario starts execution of measurements i.e. b efore sending any commands implying the non-parked status of comp onents. ...
Input Description 2-1 (5 December 2014) ********************************* * * * Section 2 - Input Description * * * ********************************* This section of the manual describes the input to GAMESS. The section is written in a reference, rather than tutorial fashion. However, there are frequent reminders that more information can be found on a particular input group, or type of calculation, in the 'Further Information' section of this manual. Numerous complete input files are shown in the 'Input
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Ссылки http://erg.biophys.msu.ru/~comcon1/qmdata/gamess-us-input-2014dec.pdf -- 1427.1 Кб -- 05.04.2015 Похожие документы
... General ideas of classical game-theoretic analysis: Game in normal form (as a model of players interaction) -Several participants (players) - Several possible strategies for each player -Payoff functions Principle of Nash equilibrium (as a method to define agents strategies during their interaction) -Nash equilibrium is a basic concept of game theory. ... If is not an equilibrium then mutants with pure strategy that is a best reply to have grater payoff than the average payoff for the main...
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Ссылки http://io.cs.msu.ru/translation2.pdf -- 332.4 Кб -- 09.11.2011
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Ссылки http://io.cs.msu.su/translation2.pdf -- 332.4 Кб -- 09.11.2011
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Ссылки http://io.cmc.msu.ru/translation2.pdf -- 332.4 Кб -- 09.11.2011 Похожие документы
... Unit I. Geologic Hazards and Man Unit II. ... Amazing Earth. ... Трансформируйте словосочетания в предложения. 1. geologic processes going on for millions of years 2. any geologic process can become a geologic hazard 3. some geologic hazards having resulted in disaster 4. many geologic hazards have affected the activity of man 5. a lot of earthquakes resulting in landslides 6. some naturally occurring hazards 7. many disasters are caused by geologic hazards 8. some ...
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Ссылки http://www.geol.msu.ru/obsh/uch_ch2.doc -- 389.0 Кб -- 08.04.2016
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Ссылки http://geol.msu.ru/obsh/uch_ch2.doc -- 389.0 Кб -- 08.04.2016 Похожие документы
... Грант РФФИ 07-04-00270 'Зонтичные России и зарубежной Азии: таксономия, филогения, фитогеография' (руководитель д.б.н. М.Г. Пименов; исполнители - сотрудники сектора географии и систематики растений Ботанического сада). ... Грант РФФИ ? ... Грант РФФИ 08-04-12149-офи 'ДНК-штрихкодирование у растений: развитие методов и разработка баз данных' (руководитель от Ботанического сада д.б.н. М.Г. Пименов; исполнители - сотрудники сектора географии и систематики растений Ботанического сада). ...