AI and machine learning

Accuracy

  • AI and machine learning

Definition

How often a model's predictions are correct, shown as a percentage of all predictions.

Example

A model that gets 90 of 100 predictions right has 90% accuracy.

For your role

Choose your role to see what this term means in your work.

Why it matters

It gives a quick sense of model quality, but can mislead on imbalanced data.

Where it is used

AI model reports, fraud detection tools and data science reviews.

How to calculate it

Correct predictions ÷ total predictions × 100

Worked example

A model that gets 90 of 100 predictions right has 90% accuracy.