Interactive SMOTE visualizer — click a minority point to see synthetic sample generation
k neighbors
3
Samples to generate
4
Reset
Minority class
Majority class
Synthetic (generated)
Selected point
Click any minority point
purple
to select it and watch SMOTE generate synthetic samples along the line to its nearest neighbors.