Now showing items 1-2 of 2
Modeling interestingness of streaming association rules as a benefit maximizing classification problem
(Bilkent University, 2009)
In a typical application of association rule learning from market basket data, a set of transactions for a fixed period of time is used as input to rule learning algorithms. For example, the well-known Apriori algorithm ...
Regression by selecting best feature(s)
(Bilkent University, 2000)
Two new machine learning methods, Regression by Selecting Best Feature Projections (RSBFP) and Regression by Selecting Best Features (RSBF), are presented for regression problems. These methods heavily make use of least ...