A novel ECOC algorithm for multiclass microarray data classification based on data complexity analysis.
MengXin SunKunHong LiuQingqiang WuQingqi HongBeizhan WangHaiying ZhangPublished in: Pattern Recognit. (2019)
Keyphrases
- multi class
- complexity analysis
- multiclass classification
- multi class classification
- theoretical analysis
- input data
- learning algorithm
- perceptron algorithm
- objective function
- data sets
- computational complexity
- support vector machine
- error correcting output codes
- multiple classes
- training data
- k means
- pairwise
- feature selection
- principal component analysis
- binary classification
- feature subset
- classification algorithm
- labeled data
- lower bound
- similarity measure
- machine learning