Exploring Machine Learning Algorithms and Numerical Representations Strategies to Develop Sequence-Based Predictive Models for Protein Networks.
David Medina-OrtizPedro SalinasGabriel Cabas-MorasFabio Durán-VerdugoAlvaro Olivera-NappaRoberto Uribe ParedesPublished in: ICCSA (1) (2023)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning methods
- machine learning
- machine learning approaches
- machine learning models
- learning problems
- decision trees
- predictive accuracy
- random forests
- learning models
- learning tasks
- input features
- social networks
- data mining
- machine learning systems
- standard machine learning algorithms
- artificial neural networks
- decision tree learners
- statistical machine learning
- sequence analysis
- sequence alignment
- prior knowledge