Machine learning model for labelled handwritten letters

Question

An image recognition program uses machine learning to recognise letters. It is trained using a range of images of handwritten letters. Each of the images below is labelled with the letter B when training the program.

What model of ML training is used to train this software?

Options

1. A. Supervised learning
2. B. Unsupervised learning
3. C. Reinforcement learning
4. D. Semi-supervised learning

Marking rubric

Explanation

The training images are labelled with the expected output, so the model is using supervised learning.

Metadata

Submitter

Seed data

Created

2026-05-01

Status

published

Syllabus

SE12-AUTO-ML-TRAINING SE-12-03

Tags

machine learning supervised learning image recognition