An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics.
Kihoon YoonStephen KwekPublished in: HIS (2005)
Keyphrases
- data mining
- data analysis
- knowledge discovery
- data mining algorithms
- learning problems
- supervised learning
- machine learning
- unsupervised learning
- data sets
- training data
- learning tasks
- learning algorithm
- data sources
- complex data
- data points
- semi supervised learning
- kernel methods
- machine learning algorithms
- high dimensional
- feature space
- functional genomics