129 search results - page 1 / 26 » Learning from Skewed Class Multi-relational Databases |
FUIN
2008
13 years 4 months ago
2008
Relational databases, with vast amounts of data
KELSI
2004
Springer
13 years 10 months ago
2004
Springer
There is an overwhelming increase in submissions to genomic databases, posing a problem for database maintenance, especially regarding annotation of fields left blank during submi...
ICTAI
2006
IEEE
13 years 10 months ago
2006
IEEE
We present an ensemble learning approach that achieves accurate predictions from arbitrarily partitioned data. The partitions come from the distributed processing requirements of ...
DMIN
2007
13 years 6 months ago
2007
- The classifier built from a data set with a highly skewed class distribution generally predicts the more frequently occurring classes much more often than the infrequently occurr...
CLUSTER
2005
IEEE
13 years 10 months ago
2005
IEEE
The amount of data collected and stored in databases is growing considerably for almost all areas of human activity. Processing this amount of data is very expensive, both humanly...