Sci-Kit Learn for Machine Learning

Choosing the right estimator

Often the hardest part of solving a machine learning problem can be finding the right estimator for the job. An estimator is a machine learning algorithm.

Different estimators are better suited for different types of data and different problems.

The flowchart below is designed to give someone using SciKit Learn bit of a rough guide on how to approach problems with regard to which estimators to try on your data.

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