A comprehensive benchmarking of machine learning algorithms and dimensionality reduction methods for drug sensitivity prediction.
Lea EckhartKerstin LenhofLisa-Marie RolliHans-Peter LenhofPublished in: Briefings Bioinform. (2024)
Keyphrases
- machine learning algorithms
- dimensionality reduction methods
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- dimensionality reduction
- learning problems
- standard machine learning algorithms
- prediction accuracy
- predictive accuracy
- machine learning methods
- machine learning approaches
- machine learning systems
- random forests
- discriminant projection
- machine learning models
- discriminant analysis
- learning models
- neural network
- prediction model
- classification accuracy
- data sets
- domain specific
- principal component analysis
- pattern recognition
- machine learning and data mining algorithms