You Are Training a Spam Classifier

question 87

Multiple Choice

You are training a spam classifier. You notice that you are overfitting the training data. Which three actions can you take to resolve this problem? (Choose three.)

• A) Get more training examples
• B) Reduce the number of training examples
• C) Use a smaller set of features
• D) Use a larger set of features
• E) Increase the regularization parameters
• F) Decrease the regularization parameters

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Definitions:

Organic Molecules

Compounds mainly containing carbon and hydrogen, often including oxygen, nitrogen, and other elements, foundational to life.

Cyanobacteria

Photosynthetic microorganisms that are important in ecological systems for oxygen production and as a part of the nitrogen cycle.

Fossilized Eukaryotes

Remains or imprints of ancient organisms with complex cells, preserved in rock.

Cyanobacteria

A phylum of bacteria that obtain their energy through photosynthesis, often referred to as "blue-green algae."