Statistical interpretation of machine learning-based feature importance scores for biomarker discovery.
Vân Anh Huynh-ThuYvan SaeysLouis WehenkelPierre GeurtsPublished in: Bioinform. (2012)
Keyphrases
- feature importance
- machine learning
- statistical methods
- feature selection
- random forest
- statistical significance
- learning algorithm
- biomarker discovery
- mass spectrometry data
- machine learning methods
- active learning
- pattern recognition
- text classification
- machine learning algorithms
- rule learning
- relevance feedback
- data sets
- supervised learning
- natural language processing
- semi supervised learning
- naive bayes
- statistically significant
- semi supervised
- inductive logic programming
- face recognition
- information retrieval