How to check the accuracy for linear regression model.
The R^2 of linear regression model and some other statistics can be obtained using GLM package:
using GLM, DataFrames
x = collect(-10:10)
y = 2.0*x .+ pi .+ rand([-0.1,0.1],length(x))
data = DataFrame(X=x, Y=y)
ols = lm(@formula(Y ~ 1 + X), data)
r2(ols)
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Thank you so much.