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Hands-On Automated Machine Learning
book

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
6h 52m
English
Packt Publishing
Content preview from Hands-On Automated Machine Learning

Working of OLS regression

The OLS LinearRegression method is the most straightforward approach to fit a function to the data. It finds the best-fit line by minimizing the sum of squared errors (SSE) of the data. The SSE is the sum of the deviations of actual values from the mean. However, as always, the simplicity comes with a price. The price to pay for an excellent OLS method is adhering to its several fundamental assumptions.

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Publisher Resources

ISBN: 9781788629898Supplemental Content