Measuring CAMD Technique Performance, 2. How "Druglike" Are Drugs? Implications of Random Test Set Selection Exemplified Using Druglikeness Classification Models.
Andrew C. GoodMark A. HermsmeierPublished in: J. Chem. Inf. Model. (2007)
Keyphrases
- test set
- classification models
- training data
- random selection
- training set
- error rate
- decision trees
- test data
- software quality classification
- evaluation methodology
- class distribution
- models built
- feature selection
- training and test sets
- genetic programming
- classification accuracy
- feature ranking
- attribute selection
- learning algorithm