Read more about machine learning models

WHICH MACHINE LEARNING ALGORITHM IS RIGHT FOR YOU?

You’ve got all your data, but which algorithm is right for you? What’s going to be best. Here are some basic principles,,,

Size of your dataset

The size of your dataset is very important to decide which algorithm can fit your set better since they are very sensitive to this variable. How big is your dataset? Discover which algorithms you can use depending on your option.

Small

Small

  • Decision Trees
  • Linear Models (including Logisting Regression Linear Discriminant)
Medium 

Medium

  • (Nonlinear) SVM
  • Naive Bayes
  • Nearest Neighbor
  • Neural Network (Shallow)
Large

Large

  • Deep Nets
  • Ensembles