Learning Sets of Related Concepts: A Shared Task Model
Goals
Feature Selection vs. Hypothesis Selection
Experiment 1Predicting when there will be a high risk of Forest Fires in the Fall
Experiment 1 Results
Experiment 2:Simultaneously learning and using background knowledge
Experiment 2 Results
Subtask Neural Networks
Shared Task Neural Networks(Caruana, 1993)
Results with Shared Task Networks
Email: pazzani@ics.uci.edu
Home Page: http://www.ics.uci.edu/~pazzani