Extracting model statistics tidily
In this exercise, you will use the tidy()
and glance()
functions to extract information from algeria_model
in a tidy manner.
For a linear model, tidy()
extracts the model coefficients while glance()
returns the model statistics such as the \(R^2\).
This exercise is part of the course
Machine Learning in the Tidyverse
Exercise instructions
- Extract the coefficient information as a tidy data frame of the
algeria_model
usingtidy()
. - Extract the model statistics of
algeria_model
usingglance()
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
library(broom)
# Extract the coefficients of the algeria_model as a data frame
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# Extract the statistics of the algeria_model as a data frame
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