Chaitanya Manapragada

Extremely Fast Hoeffding Adaptive Tree

2022 · 2022 IEEE International Conference on Data Mining (ICDM)

Many real-world data streams are non-stationary. Subject to concept drift, the distributions change over time. To retain accuracy in the face of such drift, online decision tree learners must discard parts of the tree that …