General approaches for metrics optimization

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Del curso dictado por 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
177 ratings
Curso 2 de 7 en SpecializationAdvanced Machine Learning
De la lección
Metrics Optimization
This week we will first study another component of the competitions: the evaluation metrics. We will recap the most prominent ones and then see, how we can efficiently optimize a metric given in a competition.

Conoce a los instructores

  • 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