Commenting out the train_data.head command will not improve model performance.

[jonathanng]

Describe the issue linked to the documentation

It reads in the documentation:

For example: you can comment out the train_data.head command or increase subsample_size to train using a larger dataset, increase the num_epochs and num_boost_round hyperparameters, and increase the time_limit (which you should do for all code in these tutorials).

https://auto.gluon.ai/stable/tutorials/tabular/tabular-indepth.html

But train_data.head is only used in a print statement, and so commenting it out will no improve model fit performance.

Suggest a potential alternative/fix

Rewrite:

For example: you can increase subsample_size to train using a larger dataset, increase the num_epochs and num_boost_round hyperparameters, and increase the time_limit (which you should do for all code in these tutorials).