Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.
Carlos Fernandez-LozanoRuben F. CuinasJosé A. SeoaneEnrique Fernández-BlancoJulian DoradoCristian R. MunteanuPublished in: CoRR (2019)
Keyphrases
- machine learning models
- spam filtering
- machine learning algorithms
- protein function prediction
- feature vectors
- machine learning approaches
- machine learning
- classification accuracy
- text classification
- feature extraction
- decision trees
- image classification
- classification models
- machine learning methods
- feature space
- support vector machine
- protein interaction
- genetic algorithm
- classification algorithm
- learning models
- feature set
- protein interaction networks
- interaction networks
- training data