my_lm_gd_out_of_sample: OLS using gradient descent and compute out-of-sample error
In siqiangsu/bis557: BIS557 Homework Package
Description
Usage
Arguments
Value
Examples
View source: R/my_lm_gd_out_of_sample.R
Description
OLS using gradient descent and compute out-of-sample error
Usage
1
my_lm_gd_out_of_sample(form, d, eta = 0.05, iters = 1e+05, seed = 1234)
Arguments
form
A formula specifying the model.
d
A dataframe.
eta
Learning rate. Default is 0.05.
iters
Total iterations.
seed
A number controlling the random sampling.
Value
A list with fitted coefficients and out-of-sample mean squared error
Examples
1
my_lm_gd_out_of_sample(Sepal.Length~.,iris,eta=0.05,iters=100000,seed=1234)
siqiangsu/bis557 documentation built on Dec. 21, 2020, 2:15 a.m.
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Description Usage Arguments Value Examples
View source: R/my_lm_gd_out_of_sample.R
Description
OLS using gradient descent and compute out-of-sample error
Usage
1 | my_lm_gd_out_of_sample(form, d, eta = 0.05, iters = 1e+05, seed = 1234)
|
Arguments
form |
A formula specifying the model. |
d |
A dataframe. |
eta |
Learning rate. Default is 0.05. |
iters |
Total iterations. |
seed |
A number controlling the random sampling. |
Value
A list with fitted coefficients and out-of-sample mean squared error
Examples
1 | my_lm_gd_out_of_sample(Sepal.Length~.,iris,eta=0.05,iters=100000,seed=1234)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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