Technology A General Framework for Accurate and Fast Regression by Data Summarization in Random Decision Trees

1. A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees Wei Fan,IBM T.J.Watson Joe McCloskey,US Department of Defense Philip…

Documents A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees....

Slide 1A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees Wei Fan, IBM T.J.Watson Joe McCloskey, US Department of Defense…

Documents Systematic Data Selection to Mine Concept Drifting Data Streams Wei Fan IBM T.J.Watson.

Slide 1Systematic Data Selection to Mine Concept Drifting Data Streams Wei Fan IBM T.J.Watson Slide 2 About … … Data streams: continuous stream of new data, generated…

Documents On the Optimality of Probability Estimation by Random Decision Trees Wei Fan IBM T.J.Watson.

Slide 1On the Optimality of Probability Estimation by Random Decision Trees Wei Fan IBM T.J.Watson Slide 2 Some important facts about inductive learning Given a set of labeled…