August 2017
Beginner to intermediate
340 pages
8h 42m
English
Content preview from Mastering Machine Learning with Spark 2.x
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Prediction targets
After performing our data cleanup, it's time to examine our prediction targets. Our ideal modeling pipeline includes two models: one that controls acceptance of the loan and one that estimates interest rate. Already you should be thinking that the first model is a binary classification problem (accept or reject the loan) while the second model is a regression problem, where the outcome is a numeric value.
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