Comparison of Random Forest and Pipeline Pilot Naïve Bayes in Prospective QSAR Predictions.
Bin ChenRobert P. SheridanViktor HornakJohannes H. VoigtPublished in: J. Chem. Inf. Model. (2012)
Keyphrases
- random forest
- bayes classifiers
- decision trees
- tree augmented
- bayes classifier
- random forests
- bayesian classifiers
- bayesian networks
- feature set
- bayesian network classifiers
- base classifiers
- naive bayes classifier
- ensemble methods
- fold cross validation
- bayes net
- multi label
- logistic regression
- ensemble classifier
- feature importance
- multi class
- rotation forest
- ensemble learning
- text categorization
- decision tree learning algorithms
- bayes classification
- classification models
- naive bayes
- rule learner
- markov random field
- classification accuracy
- training set
- machine learning
- data mining