Neural network code (predict)

Code pattern

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Definition

Create the model object, train (fit) on training data, then call predict on new data to make predictions.

Example

net.fit(X, y); net.predict(new)

Found in: syllabus, course specifications, 2025 HSC marking guidelines, school notes.

Where you'll use it in the test

Syllabus area: Y12 Software Automation.

Question types it can appear in

Python: Write or complete it in the online Python tool.
Code reading: Code or algorithm reading: interpret a fragment and state its output or purpose.

How to use it

A model sentence

General advice, built from the definition and example above

Code pattern: “Create the model object, train (fit) on training data, then call predict on new data to make predictions.” Then apply it: net.fit(X, y); net.predict(new)

In a short answer, give the definition in your own words first, then tie it to the situation in the question. Do not copy the example above unless it fits the scenario.

Go deeper

Flashcard: Neural network code (predict) in Software Automation (Year 12) · study that set
Memorise: Decision trees
Full term page: every question, note and marking comment for Neural network code (predict)

Check yourself

Write or say the “Neural network code (predict)” pattern from memory: the syntax and what it does.

Reveal the answer

Create the model object, train (fit) on training data, then call predict on new data to make predictions.

Example: net.fit(X, y); net.predict(new)

Could be tested as: Python, Code reading.