iMPTCE-Hnetwork: A Multilabel Classifier for Identifying Metabolic Pathway Types of Chemicals and Enzymes with a Heterogeneous Network.
Yuanyuan ZhuBin HuLei ChenQi DaiPublished in: Comput. Math. Methods Medicine (2021)
Keyphrases
- metabolic pathways
- multi label
- heterogeneous networks
- multilabel classification
- multi label classification
- multiple types
- class labels
- graph cuts
- biological data
- biological systems
- computational biology
- text categorization
- image classification
- logistic regression
- training data
- ensemble methods
- escherichia coli
- systems biology
- real world
- text classification
- feature space
- support vector
- decision trees
- feature selection
- social networks
- learning algorithm
- machine learning
- machine learning algorithms
- training examples
- training samples
- dimensionality reduction
- image features
- knn