Random forests for feature selection in QSPR Models - an application for predicting standard enthalpy of formation of hydrocarbons.
Ana L. TeixeiraJoão Paulo LealAndré O. FalcãoPublished in: J. Cheminformatics (2013)
Keyphrases
- random forests
- feature selection
- machine learning algorithms
- classification and regression trees
- regression trees
- random forest
- decision trees
- model selection
- logistic regression
- feature set
- text categorization
- decision tree ensembles
- ensemble methods
- classification accuracy
- feature extraction
- image processing
- machine learning
- knn
- classification models
- active learning
- tree ensembles
- data sets