Azure Machine Learning Algorithm Cheat Sheet

Courtesy: Microsoft

Key points about understanding the cheat sheet –

  1. The suggestions in the cheat sheet are approximate rules-of-thumb
  2. This cheat sheet is intended to suggest a starting point
  3. Run a head-to-head competition between several algorithms on your data
  4. Each machine learning algorithm has its own style or inductive bias
  5. For a specific problem, several algorithms may be appropriate and one algorithm may be a better fit than others
  6. It’s not always possible to know beforehand which is the best fit
  7. An appropriate strategy would be to try one and if the results are not satisfactory, try the others

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