Performance tradeoff between evolutionary computation (EC)/adaptive boosting (AB) hybrid and support vector machine breast cancer classification paradigms.
Walker H. LandMargaret BrydenJoseph Y. LoDaniel W. McKeeFrances R. AndersonPublished in: IEEE Congress on Evolutionary Computation (2002)
Keyphrases
- evolutionary computation
- cancer classification
- support vector machine
- feature selection
- evolutionary algorithm
- gene selection
- genetic programming
- computational intelligence
- genetic algorithm
- microarray
- cancer diagnosis
- random forest
- fitness function
- gene expression data
- machine learning
- fuzzy logic
- microarray data
- gene expression profiles
- feature space
- learning algorithm
- multi class
- k nearest neighbor
- ensemble classifier
- training data
- support vector
- neural network
- cost sensitive
- machine learning methods
- support vector machine svm
- classification accuracy
- supervised learning