StackedML
Practice
Labs
Questions
Models
Pricing
Sign in
Questions
/
ML Fundamentals
/
Core Concepts
/
Overfitting vs underfitting
← Previous
Next →
674.
Regularization as Overfitting Remedy
medium
Which of the following techniques directly addresses overfitting by penalizing model complexity?
A
Augmenting the training set with synthetic samples generated from the training distribution
B
Reducing the number of training epochs before the model converges to a minimum
C
Adding an L1 or L2 penalty to the loss function to shrink model parameters
D
Increasing the learning rate to allow the model to escape local minima during training
Sign in to verify your answer
← Back to Questions