Are Decision Trees Always Greener on the Open (Source) Side of the Fence?
Samuel MooreDaniel D'AddarioJames KurinskasGary M. WeissPublished in: DMIN (2009)
Keyphrases
- open source
- decision trees
- open source software
- decision tree induction
- decision tree algorithm
- machine learning
- random forest
- predictive accuracy
- rule induction
- data mining methods
- machine learning algorithms
- constructive induction
- logistic regression
- naive bayes
- source code
- training set
- attribute selection
- training data
- case study
- decision tree learning
- open source projects
- core components
- neural network
- random forests
- base classifiers
- classification rules
- decision rules
- feature space
- high level
- knowledge base
- learning algorithm
- data sets