首页▸人工智能与机器学习▸主动学习实验室 — 不确定性采样与随机标注对比

🎯 主动学习实验室 — 不确定性采样与随机标注对比

使用不确定性采样、多样性查询或随机选择逐个标注数据点,观察哪种策略能以最少的标注达到最高准确率。

人工智能与机器学习2D简单60 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