June 2020
Intermediate to advanced
382 pages
11h 39m
English
Content preview from 40 Algorithms Every Programmer Should Know
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
Start your free trial
The weaknesses of linear regression
The weaknesses of linear regression are as follows:
It only works with numerical features.
Categorical data needs to be preprocessed.
It does not cope well with missing data.
It makes assumptions about the data.