Min-Yen Kan and Danny C. C. Poo
Known Item Queries (JCDL 2005)
22/25
Task
3: Query Results Classification
• Decision trees outperform SVMs in this
task
• Best performer achieves 95%
effectiveness
(.726/.763, J48 decision tree, with both overlap metrics)
• Not yet sure why decision trees handle
thisdataset better