Feature Engineering

Although not published yet, Mastering Feature Engineering early release looks like its going to be a interesting read.

Feature engineering is the process of using domain knowledge of the data to create features that make machine learning algorithms work.

Machine Learning Mastery has a lengthly blog posting on the topic, with a number of links at the end of the posting.

Its of no surprise that Mastering Feature Engineering tackles Bag-of-words, since its a useful feature engineering tool when looking at any text e.g cv’s, documentation, etc

~ by mdavey on July 4, 2016.

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