Comparison of Machine Learning Algorithms in Demand Prediction Problem

This study is intended the major issues of applying econometric and machine learning techniques to a daily demand prediction problem. The purpose of the paper is going to be achieved via the models’ predictive power comparison on bakery retail chain data.

Рубрика Экономико-математическое моделирование
Вид дипломная работа
Язык английский
Дата добавления 14.07.2020
Размер файла 528,8 K

Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже

Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.


Подобные документы

  • Процесс построения и анализа эконометрической модели в пакете Econometric Views. Составление, расчет и анализ существующей проблемы. Проверка адекватности модели реальной ситуации на числовых данных в среде Eviews. Построение регрессионного уравнения.

    курсовая работа [1,3 M], добавлен 17.02.2014

  • Исследование изменения во времени курса акций British Petroleum средствами эконометрического моделирования с целью дальнейшего прогноза с использованием компьютерных программ MS Excel и Econometric Views. Выбор оптимальной модели дисперсии ошибки.

    курсовая работа [1,2 M], добавлен 14.06.2011

  • A theoretic analysis of market’s main rules. Simple Supply and Demand curves. Demand curve shifts, supply curve shifts. The problem of the ratio between supply and demand. Subsidy as a way to solve it. Effects of being away from the Equilibrium Point.

    курсовая работа [56,3 K], добавлен 31.07.2013

  • Machine Translation: The First 40 Years, 1949-1989, in 1990s. Machine Translation Quality. Machine Translation and Internet. Machine and Human Translation. Now it is time to analyze what has happened in the 50 years since machine translation began.

    курсовая работа [66,9 K], добавлен 26.05.2005

  • What is Demand. Factors affecting demand. The Law of demand. What is Supply. Economic equilibrium. Demand is an economic concept that describes a buyer's desire, willingness and ability to pay a price for a specific quantity of a good or service.

    презентация [631,9 K], добавлен 11.12.2013

  • Law of demand and law of Supply. Elasticity of supply and demand. Models of market and its impact on productivity. Kinds of market competition, methods of regulation of market. Indirect method of market regulation, tax, the governmental price control.

    реферат [8,7 K], добавлен 25.11.2009

  • The Chernobyl disaster is a huge global problem of 21st century. Current status of Chernobyl NPP. The most suitable decision of solving problem of wastes is a reburial in the repository "Buryakovka". The process of the Arch assembling and sliding.

    реферат [396,5 K], добавлен 19.04.2011

  • The pillars of any degree of comparison. Morphological composition of the adjectives. An introduction on degrees of comparison. Development and stylistic potential of degrees of comparison. General notes on comparative analysis. Contrastive linguistics.

    курсовая работа [182,5 K], добавлен 23.12.2014

  • Investigation of the problem with non-local conditions on the characteristic and on the line of degeneracy . The solution of the modied Cauchy problem with initial data. The solution of singular integral equations. Calculation of the inner integral.

    статья [469,4 K], добавлен 15.06.2015

  • Planning a research study. Explanation, as an ability to give a good theoretical background of the problem, foresee what can happen later and introduce a way of solution. Identifying a significant research problem. Conducting a pilot and the main study.

    реферат [26,5 K], добавлен 01.04.2012

  • A theory of price. Analysis of Markets. Simple Supply and Demand curves. Demand curve shifts. Supply curve shifts. Effects of being away from the Equilibrium Point. Vertical Supply Curve. Other market forms. Discrete Example. Application: Subsidy.

    контрольная работа [84,0 K], добавлен 18.07.2009

  • Сritical comparison of Infrared analysis and Mass Spectrometry. Summary of the uses in forensic, the molecular structural mass spectral. The method provides better sensitivity in comparison. To conclude, both techniques are helpful in the forensic study.

    реферат [20,1 K], добавлен 21.12.2011

  • The air transport system in Russia. Project on the development of regional air traffic. Data collection. Creation of the database. Designing a data warehouse. Mathematical Model description. Data analysis and forecasting. Applying mathematical tools.

    реферат [316,2 K], добавлен 20.03.2016

  • Natural gas market overview: volume, value, segmentation. Supply and demand Factors of natural gas. Internal rivalry & competitors' overview. Outlook of the EU's energy demand from 2007 to 2030. Drivers of supplier power in the EU natural gas market.

    курсовая работа [2,0 M], добавлен 10.11.2013

  • Principles of learning and language learning. Components of communicative competence. Differences between children and adults in language learning. The Direct Method as an important method of teaching speaking. Giving motivation to learn a language.

    курсовая работа [66,2 K], добавлен 22.12.2011

  • Machine Learning как процесс обучения машины без участия человека, основные требования, предъявляемые к нему в сфере медицины. Экономическое обоснование эффективности данной технологии. Используемое программное обеспечение, его функции и возможности.

    статья [16,1 K], добавлен 16.05.2016

  • Анализ существующего программного обеспечения эмпирико-статистического сравнения текстов: сounter оf сharacters, horos, graph, advanced grapher. Empirical-statistical comparison of texts: функциональность, процедуры и функции тестирование и внедрение.

    дипломная работа [4,4 M], добавлен 29.11.2013

  • Economics: macroeconomics, microeconomics, economic policy. Terms: "economics", "macroeconomics", "microeconomics", "economic policy", "demand", "supply" and others. Economic analysis. Reasons for a change in demand. Supply. Equilibrium. Elasticity.

    реферат [17,3 K], добавлен 12.11.2007

  • The development in language teaching methodology. Dilemma in language teaching process. Linguistic research. Techniques in language teaching. Principles of learning vocabulary. How words are remembered. Other factors in language learning process.

    учебное пособие [221,2 K], добавлен 27.05.2015

  • Traditional and modern methods in foreign language teaching and learning. The importance of lesson planning in FLTL. Principles of class modeling. Typology of the basic models of education: classification by J. Harmer, M.I. Makhmutov, Brinton and Holten.

    курсовая работа [2,1 M], добавлен 20.05.2015

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу.