Working with big data with a ton of features that may be highly correlated? Consider the principal component analysis to help you out. SAS’ Funda Gunes describes the method through a facial recognition example in this blog post.
By the way, you’ll find a feed of the Subconscious Musings advanced analytics blog in the right column of the Data Mining Community. Feel free to scan for posts of interest from time to time.
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
Find more tutorials on the SAS Users YouTube channel.
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