February 2018
Intermediate to advanced
378 pages
10h 14m
English
Content preview from Machine Learning with Swift
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Choosing the regression model for your problem
By now, you may feel overwhelmed by the number of models, regularization, and preprocessing techniques. No worries, there is a simple algorithm for choosing the model:
- If your label is continuous—linear regression
- If your label is binary—logistic regression
- High dimensionality and multicollinearity—regularization methods (lasso, ridge, and ElasticNet)
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.