Metabolic pathway synthesis based on predicting compound transformable pairs by using neural classifiers with imbalanced data handling.
Sasiporn TongmanSuchart ChanamaManee ChanamaKitiporn PlaimasChidchanok LursinsapPublished in: Expert Syst. Appl. (2017)
Keyphrases
- data handling
- metabolic pathways
- data management
- data processing
- data analysis
- neural network
- training data
- support vector
- escherichia coli
- biological data
- minority class
- decision trees
- pairwise
- biological systems
- computational biology
- sequenced genomes
- machine learning algorithms
- svm classifier
- class distribution
- machine learning methods
- systems biology
- naive bayes
- machine learning
- data mining
- complex systems
- multi agent systems
- feature selection