Ten quick tips for biomarker discovery and validation analyses using machine learning.
Ramón Díaz-UriarteElisa Gómez de LopeRosalba GiugnoHolger FröhlichPetr V. NazarovIsabel A. Nepomuceno-ChamorroArmin RauschenbergerEnrico GlaabPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- machine learning
- mass spectrometry data
- biomarker discovery
- machine learning methods
- decision trees
- information extraction
- rule learning
- pattern recognition
- data analysis
- feature selection
- learning algorithm
- data mining
- knowledge discovery
- data sets
- natural language processing
- knowledge acquisition
- reinforcement learning
- learning problems
- inductive learning
- early detection