Open kan-qi opened 5 years ago
The current implementation of the stepwise regression model:
The stepwise_linear_model initiate the model for some hyperparameter.
m_fit.step_lnr and m_predit.step_lnr will be alternatively called during the bootstrapping and cross validation processes.
try run the model training and testing processes from this file:
And then run this benchmark function:
The wikipedia page provides some background information. https://en.wikipedia.org/wiki/Stepwise_regression
The current implementation of the stepwise regression model:
The stepwise_linear_model initiate the model for some hyperparameter.
m_fit.step_lnr and m_predit.step_lnr will be alternatively called during the bootstrapping and cross validation processes.
try run the model training and testing processes from this file:
And then run this benchmark function:
The wikipedia page provides some background information. https://en.wikipedia.org/wiki/Stepwise_regression