Which of the Following Statements Is False

question 73

Multiple Choice

Which of the following statements is false?

• A) Overfitting can occur when your model is too simple compared to what it is modeling-in the most extreme overfitting case, a model memorizes its training data.
• B) When you make predictions with an overfit model, they will be accurate if new data matches the training data, but the model could perform poorly with data it has never seen.
• C) Overfitting tends to occur in deep learning as the dimensionality of the layers becomes too large.
• D) Some techniques to prevent overfitting include training for fewer epochs, xe "data augmentation"data augmentation, xe "dropout"dropout and xe "L1 regularization"L1 or xe "regularization"xe "L2 regularization"L2 regularization.

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Definitions:

Aftercare

Aftercare refers to the continuation of treatment and support following the initial phase of treatment for a condition or addiction, aimed at preventing relapse and promoting long-term recovery.

Psychiatric Ward

A hospital or specific section of a hospital dedicated to the treatment of individuals with mental health disorders, providing both acute and long-term care.

Medication

Substances used in diagnosing, treating, or preventing disease and improving health in humans or animals.

Therapist

A professional trained to treat mental, emotional, behavioral, and some physical issues, facilitating the well-being of their clients.