Limitations of decision tree classifiers

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您将学习的技能

Python Programming, Machine Learning, Applied Machine Learning, SQL

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GM

Jun 30, 2017

Great course with a good balance of code and the rewards to be had from understanding how the code works - proved to be an excellent introduction to Astronomy and confidence builder in Python.

BF

Aug 11, 2019

Such a wonderful course. It had a very good mix of astronomy and computer science. The programming activities were especially good and the lectures were very informative. I highly recommend.

从本节课中
Learning from data: classification
In this final module we explore the limitations of decision tree classifiers. We then look at ensemble classifiers, using the random forest algorithm to classify images of galaxies into different types.

教学方

  • Tara Murphy

    Tara Murphy

    Associate Professor
  • Simon Murphy

    Simon Murphy

    Postdoctoral Researcher

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