Concept of mean encoding

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Из курса от партнера National Research University Higher School of Economics
How to Win a Data Science Competition: Learn from Top Kagglers
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National Research University Higher School of Economics
367 оценки
Курс 2 из 7 — Specialization Advanced Machine Learning
Из урока
Advanced Feature Engineering I
In this module we will study a very powerful technique for feature generation. It has a lot of names, but here we call it "mean encodings". We will see the intuition behind them, how to construct them, regularize and extend them.

Познакомьтесь с преподавателями

  • Dmitry Ulyanov
    Dmitry Ulyanov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Alexander Guschin
    Alexander Guschin
    Visiting lecturer at HSE, Lecturer at MIPT
    HSE Faculty of Computer Science
  • Mikhail Trofimov
    Mikhail Trofimov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Dmitry Altukhov
    Dmitry Altukhov
    Visiting lecturer
    HSE Faculty of Computer Science
  • Marios Michailidis
    Marios Michailidis
    Research Data Scientist
    H2O.ai

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