Assessing the Reproducibility of Machine-learning-based Biomarker Discovery in Parkinson's Disease.
Ali AmeliaLourdes Peña CastilloHamid UsefiPublished in: CoRR (2023)
Keyphrases
- biomarker discovery
- machine learning
- mass spectrometry data
- high throughput
- rule learning
- early detection
- decision trees
- data sets
- knowledge acquisition
- mass spectrometry
- feature selection
- machine learning methods
- pattern recognition
- inductive logic programming
- data analysis
- text mining
- natural language processing
- information extraction
- knowledge discovery
- learning algorithm
- practical problems
- genome wide
- mass spectra
- decision rules
- inductive learning
- pattern classification
- classification rules
- reinforcement learning
- data mining