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Overfitting and regularization you can see — step 2 of 7
ch 39 · supervised learning workflows
2/7
promptdojo
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phase 06 · ml systems
›
ch 39 · supervised learning workflows
lesson 4 of 5 · overfitting and regularization you can see
step 2 of 7 in this lesson
Your model reads train=99%, test=70%. Which move does the diagnostic table prescribe?
1
Train longer — more epochs
2
Add capacity — a bigger model or more features
3
Constrain the model — stronger regularization, or more training data
4
Report train accuracy — it's clearly the better number
check
Show hint 1
ch 39 · supervised learning workflows
2/7
promptdojo
_
›
phase 06 · ml systems
›
ch 39 · supervised learning workflows
lesson 4 of 5 · overfitting and regularization you can see
step 2 of 7 in this lesson
Your model reads train=99%, test=70%. Which move does the diagnostic table prescribe?
1
Train longer — more epochs
2
Add capacity — a bigger model or more features
3
Constrain the model — stronger regularization, or more training data
4
Report train accuracy — it's clearly the better number
check
Show hint 1
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