Browsing Mathematics (Faculty of) by Subject "Active Learning"

Now showing items 1-2 of 2

Active Learning with Semi-Supervised Support Vector Machines

Chinaei, Leila (University of Waterloo, 2007-05-22)

A significant problem in many machine learning tasks is that it is time consuming and costly to gather the necessary labeled data for training the learning algorithm to a reasonable level of performance. In reality, it is ...
Increasing the Efficiency of High-Recall Information Retrieval

Zhang, Haotian (University of Waterloo, 2019-04-30)

The goal of high-recall information retrieval (HRIR) is to find all, or nearly all, relevant documents while maintaining reasonable assessment effort. Achieving high recall is a key problem in the use of applications ...