Imbalanced data: when the rare case matters · Machine learning basics

Of 500 cassava leaves, only 25 have mosaic disease. A plain classifier can be 95% accurate by calling every leaf healthy, and miss every sick one. Weigh the rare class more, or show it more often, and watch the boundary move to catch the disease. This lesson needs JavaScript.