• Macro-average: each class has equal weight.

1. Compute metric with each class
2. Average resulting metrics across classes

• Micro-average: Each instance has equal weight, largest class has most influence

1. Aggregate outcomes across classes
2. Compute metric with aggregate outcomes

If want to weight metric towards largest classes → use micro-averaging If you want to weight metric towards smallest classes → use macro-averaging