Why keep each stage of a model pipeline relatively simple?

True or False: A simpler model component can often be learned from less training data.

Each stage in the data-processing chain should be a relatively _____ step.

Match each model component to the amount of data it usually needs.

Order the steps for selecting pipeline parts when data is limited.

Why Simple Pipeline Stages Need Less Data

Choose a pipeline component design for a small labeled dataset.

Pipeline stages should be simple enough to learn from limited data

Which design choice best matches the guidance for components trained with limited data?

True or False: Pipeline stages should be highly complex to make them easier to train from limited data.