Improved Class Prediction in DNA Microarray Gene Expression Data by Unsupervised Reduction of the Dimensionality followed by Supervised Learning with a Perceptron.
Lucía CondeÁlvaro MateosJavier HerreroJoaquín DopazoPublished in: J. VLSI Signal Process. (2003)
Keyphrases
- supervised learning
- microarray gene expression data
- unsupervised learning
- learning algorithm
- semi supervised
- gene expression data
- microarray data
- active learning
- neural network
- high dimensional
- training data
- training set
- machine learning
- microarray
- high dimensionality
- support vector
- feature space
- labeled data
- binding sites
- cancer classification
- object oriented
- reinforcement learning
- gene regulatory networks
- microarray datasets