Recommendations for machine learning validation in biology.
Ian WalshDmytro FishmanDario Garcia-GasullaTiina TitmaJen HarrowFotis E. PsomopoulosSilvio C. E. TosattoPublished in: CoRR (2020)
Keyphrases
- machine learning
- computational biology
- pattern recognition
- recommender systems
- learning algorithm
- machine learning methods
- inductive learning
- information extraction
- machine learning algorithms
- computer vision
- data mining
- scientific fields
- knowledge acquisition
- support vector machine
- text classification
- learning systems
- database
- text mining
- natural language processing
- machine learning and data mining
- genetic algorithm
- databases
- supervised machine learning
- environmental sciences
- making recommendations
- inductive logic programming
- learning tasks
- statistical methods
- computational intelligence
- data analysis
- computer science
- reinforcement learning
- feature selection
- data sets