Beware of Machine Learning-Based Scoring Functions - On the Danger of Developing Black Boxes.
Joffrey GabelJérémy DesaphyDidier RognanPublished in: J. Chem. Inf. Model. (2014)
Keyphrases
- black boxes
- scoring functions
- machine learning
- black box
- scoring function
- learning algorithm
- decision trees
- machine learning algorithms
- text classification
- semi supervised learning
- training data
- probability distribution
- information extraction
- least squares
- text mining
- information retrieval systems
- probabilistic model
- similarity measure