Training set size in ensemble feature selection for clinical proteomics.
Tomasz ArodzPublished in: Bio Algorithms Med Syst. (2006)
Keyphrases
- training set size
- ensemble feature selection
- training set
- ensemble learning
- classification accuracy
- genetic search
- class distribution
- gene selection
- feature subset
- ensemble methods
- training data
- step size
- learning curves
- generalization error
- learning curve
- decision forest
- support vector machine
- base classifiers
- genetic programming
- neural network
- generalization ability
- cost sensitive
- microarray
- test set
- training samples
- multi class
- feature space
- learning algorithm
- genetic algorithm
- data sets