Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry.
Alexandros KalousisJulien PradosJean-Charles SanchezLaure AllardMelanie HilarioPublished in: ICTAI (2004)
Keyphrases
- cross validation
- classification models
- mass spectrometry
- high throughput
- mass spectrometry data
- model selection
- mass spectra
- decision trees
- support vector
- training data
- feature selection
- training set
- drug discovery
- decision tree induction
- feature subset
- time of flight
- feature set
- data mining
- microarray
- image processing
- logistic regression
- ls svm
- support vector machine svm
- simulated annealing
- learning algorithm