Skip to content
Free public beta until December 4, 2026: every course is open, no card needed. After that, the first chapter of each course stays free and full access is a one-time $39 ($19 for up to 100 founding members chosen for helpful feedback). Your progress is kept. How the beta works

class balance

How evenly the examples are spread across the classes.

Class balance describes the distribution of examples over classes; under heavy imbalance, overall accuracy can be high while a rare class is never detected.

Examples

  • With 1,000 idle windows and 50 taps, a model that always answers idle scores 95.2 % yet never finds a tap.

  • The lab records 400 windows of each gesture so no class dominates.

Read the full section →