@misc{citeulike:1284148,
title = {The effect of class distribution on classifier learning},
author = {G. Weiss and F. Provost},
url = {http://citeseer.ist.psu.edu/445432.html},
year = {2001},
abstract = {In this article we analyze the effect of class distribution on classifier learning. We begin by describing
the different ways in which class distribution affects learning and how it affects the
evaluation of learned classifiers. We then present the results of two comprehensive experimental
studies. The first study compares the performance of classifiers generated from unbalanced data
sets with the performance of classifiers generated from balanced versions of the same data sets.
This...},
posted-at = {2008-01-17 18:43:39}, priority = {3}, citeulike-article-id = {1284148},
keywords = {class, cost-sensitive, distribution, imbalanced, ml, over\_sampling, set, supervised, training, under\_sampling }
}
::