Using data mining techniques for predicting individual tree mortality in tropical rain forest: logistic regression and decision trees approach.
Yasmin YahyaRoslan IsmailSamreth VannaKhorn SaretPublished in: ICUIMC (2014)
Keyphrases
- logistic regression
- decision trees
- classification trees
- naive bayes
- leaf nodes
- random forests
- decision tree learning
- chi square
- intensive care
- regression trees
- breast cancer
- credit scoring
- prognostic models
- tree structure
- linear support vector machines
- predictive accuracy
- support vector
- training data
- machine learning algorithms
- random forest
- decision tree algorithms
- logistic regression models
- odds ratio
- bayesian classifiers
- decision tree induction
- decision tree algorithm
- machine learning
- loss function
- data mining
- induction algorithms
- fold cross validation
- data mining techniques
- training set
- linear svm
- information gain
- ensemble methods
- feature extraction
- logistic model
- belief nets
- chi square test
- neural network
- class membership probabilities