MaER: A New Ensemble Based Multiclass Classifier for Binding Activity Prediction of HLA Class II Proteins.
Giovanni MazzoccoShib Sankar BhowmickIndrajit SahaUjjwal MaulikDebotosh BhattacharjeeDariusz PlewczynskiPublished in: PReMI (2015)
Keyphrases
- binding peptides
- multi class
- mhc class ii
- multiclass classification
- binary classification problems
- binary classifiers
- base classifiers
- multi class classifier
- support vector machine
- feature selection
- class probabilities
- multiclass problems
- cost sensitive classification
- single class
- error correcting output codes
- multi class classification
- linear classifiers
- major histocompatibility complex
- ensemble classifier
- binary classification
- ensemble learning
- multiple classes
- classifier ensemble
- multiclass learning
- training data
- multi class problems
- cost sensitive
- pairwise
- perceptron algorithm
- generalized discriminant analysis
- multiclass support vector machines
- classification algorithm
- feature set
- learning algorithm
- class probability estimates
- training set
- multi task
- random forests
- feature space
- multitask learning
- multi label classification
- random forest
- support vector
- decision trees
- majority voting
- text classification
- neural network
- data sets