Home▸AI & Machine Learning▸Active Learning Lab — Uncertainty Sampling vs Random Labelling

🎯 Active Learning Lab — Uncertainty Sampling vs Random Labelling

Label points one at a time with uncertainty sampling, query-by-diversity or random selection and watch which strategy reaches high accuracy with the fewest labels.

AI & Machine Learning2DEasy60 FPS

⚙ Under the hood

Label points one at a time with uncertainty sampling, query-by-diversity or random selection and watch which strategy reaches high accuracy with the fewest labels.

Canvas 2DActive LearningUncertainty SamplingLogistic RegressionLabel Efficiency

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install