Evaluating Machine Learning Methods of Analyzing Multiclass Metabolomics.
Yaguo GongWei DingPanpan WangQibiao WuXiaojun YaoQingxia YangPublished in: J. Chem. Inf. Model. (2023)
Keyphrases
- machine learning methods
- multi class
- machine learning
- machine learning algorithms
- multiclass problems
- binary classification
- machine learning approaches
- support vector machine
- ensemble methods
- multiple classes
- multiclass classification
- pairwise
- cost sensitive
- multi class classification
- multiclass learning
- feature selection
- base classifiers
- error correcting output codes
- cost sensitive classification
- multinomial logistic regression
- multiclass support vector machines
- binary classifiers
- neural network
- perceptron algorithm