Master machine learning classification through hands-on, interactive games. Build intuition for decision trees, logistic regression, and model evaluation.
Each game teaches different classification concepts through play
Build a decision tree by dragging criteria onto the canvas. Set thresholds and test your tree against real loan applicants.
Tune feature weights to catch spam without blocking legitimate emails. Watch probability update in real-time as you adjust.
Quality control on the production line! Accept or reject products and learn the cost of false positives vs. false negatives.
Calibrate a medical screening test. Adjust the threshold and watch sensitivity and specificity change across 200 patients.
Shop for features with a limited budget. Learn that expensive features aren't always worth it — maximize ROI!
Each game reinforces multiple classification fundamentals