Novel comparison of evaluation metrics for gene ontology classifiers reveals drastic performance differences.
Ilya PlyusninLiisa HolmPetri TörönenPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- evaluation metrics
- gene ontology
- precision and recall
- microarray
- gene sets
- learning to rank
- semantic similarity
- microarray expression data
- protein protein interactions
- gene products
- support vector
- statistically significant
- information theoretic
- training data
- evaluation measures
- data sets
- decision trees
- multimedia
- high precision
- machine learning methods
- gene expression
- web search
- supervised learning
- training set
- machine learning