www-ai.cs.tu-dortmund.de/LEHRE/PG/PG445/KDDcup2002/vogel_axelrod_2002.pdf
Microsoft Word - vogel.doc
Microsoft Word - vogel.doc
SIGKDD Explorations. Volume 4, Issue 2 – page 101
Predicting the Effects of Gene Deletion David S. Vogel, M.S.
A.I. Insight, Inc. 602 Courtland St., Suite 400
Orlando, FL 32804 [...] alone yields an ROC area of 0.6516, enough to rank 3rd on the narrow positive class in the KDD Cup.
2.4 Interaction Variables The first idea is obvious: Check to see which genes interact with the target genes [...] the narrow class (compared to 1.1% of the remaining genes). Furthermore,
SIGKDD Explorations. Volume 4, Issue 2 – page 102
by evaluating various groups of genes interacting with the target genes (primarily …