Concept of mean encoding

Loading...
En provenance du cours de Université nationale de recherche, École des hautes études en sciences économiques
How to Win a Data Science Competition: Learn from Top Kagglers
189 notes
Université nationale de recherche, École des hautes études en sciences économiques
189 notes
Cours 2 sur 7 dans Specialization Advanced Machine Learning
À partir de la leçon
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.

Rencontrer les enseignants

  • 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