EvDTree: structure-dependent substitution profiles based on decision tree classification of 3D environments.
Jean-Christophe GellyLaurent ChicheJérôme GracyPublished in: BMC Bioinform. (2005)
Keyphrases
- decision trees
- predictive accuracy
- machine learning algorithms
- classification accuracy
- decision tree classifiers
- classification models
- naive bayes
- class labels
- logistic regression
- classification rules
- decision rules
- classification method
- hierarchical structure
- benchmark datasets
- automatic classification
- classification process
- decision tree algorithm
- decision tree algorithms
- training data
- feature set
- feature selection
- support vector machine
- support vector
- pattern recognition
- training set
- feature extraction
- feature construction
- attribute selection
- support vector machine svm
- rule sets
- preprocessing
- feature vectors
- tree structure
- machine learning
- pattern classification
- decision tree learning
- learning algorithm
- classification scheme
- random forest
- supervised learning
- real world
- text classification
- training samples