Trust me if you can: a survey on reliability and interpretability of machine learning approaches for drug sensitivity prediction in cancer.
Kerstin LenhofLea EckhartLisa-Marie RolliHans-Peter LenhofPublished in: Briefings Bioinform. (2024)
Keyphrases
- machine learning approaches
- prediction accuracy
- machine learning methods
- machine learning
- machine learning algorithms
- outcome prediction
- drug discovery
- machine learning models
- drug design
- sensitivity analysis
- data mining methods
- question classification
- prediction model
- gene selection
- cancer diagnosis
- breast cancer
- prediction algorithm
- prediction error
- predictive model
- trust model
- databases
- learning algorithm
- neural network