sample-driven model

noun

UK /ˈsɑːmpl ˈdrɪvən ˈmɒdl/

US /ˈsæmpl ˈdrɪvən ˈmɑːdl/

A model that learns by looking at many examples.

The sample-driven model learned to tell cats from dogs by looking at lots of pictures.

SYNONYMS

example-based model data-driven model instance-based model training-sample model

RELATED WORDS

machine learning training data pattern recognition neural network algorithm

OTHER MEANINGS

2. A statistical model whose behavior is shaped by observed data samples rather than fixed rules.

The researchers built a sample-driven model from thousands of survey responses.

3. A simulation that uses recorded examples to predict outcomes in new situations.

The weather team tested a sample-driven model against last year's storms.

4. A teaching tool that explains ideas through concrete examples instead of abstract theory.

Her sample-driven model of the lesson helped students grasp fractions quickly.