Building Classification Models from Microarray Data with Tree-Based Classification Algorithms.
Peter J. TanDavid L. DoweTrevor I. DixPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- model selection
- building classification models
- microarray data
- feature selection
- microarray
- gene expression
- machine learning
- dna microarray data
- cancer classification
- probability estimation
- gene selection
- data mining
- learning algorithm
- data sets
- small number of samples
- microarray data analysis
- classification algorithm
- dna microarray
- feature space
- machine learning algorithms
- supervised learning
- semi supervised
- feature vectors
- high dimensional
- training data
- feature extraction
- decision trees