Predictive Power of Time-Series Based Machine Learning Models for DMPK Measurements in Drug Discovery.
Modest von KorffOlivier CorminboeufJohn GatfieldSébastien JeayIsabelle ReymondThomas SanderPublished in: ICANN (Workshop) (2019)
Keyphrases
- preprocessing
- predictive power
- drug discovery
- machine learning models
- logistic regression
- machine learning algorithms
- predictive accuracy
- spam filtering
- prediction accuracy
- pharmaceutical industry
- machine learning approaches
- early stage
- machine learning
- virtual screening
- learning models
- predictive model
- scientific data
- systems biology
- decision trees
- learning algorithm
- data sets
- neural network
- data mining
- discovery process
- data mining tools
- high dimensional