23 search results - page 5 / 5 » Using a Genetic Algorithm for Editing k-Nearest Neighbor Cla... |
JMLR
2008
13 years 5 months ago
2008
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
PREMI
2005
Springer
13 years 11 months ago
2005
Springer
In the typical nonparametric approach to classification in instance-based learning and data mining, random data (the training set of patterns) are collected and used to design a d...
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
Identification of those genes that might anticipate the clinical behavior of different types of cancers is challenging due to availability of a smaller number of patient samples...