A Novel Ensemble Decision Tree Approach for Mining Genes Coding Ion Channels for Cardiopathy Subtype.
Jie ZhangXia LiWei JiangYanqiu WangChuanxing LiQiuju WangShaoqi RaoPublished in: FSKD (2) (2005)
Keyphrases
- decision trees
- ensemble methods
- random forest
- base classifiers
- data mining methods
- coding regions
- training data
- gene prediction
- random forests
- coding scheme
- training set
- decision tree induction
- gene expression
- naive bayes
- decision tree classifiers
- biological pathways
- text mining
- microarray data
- dna sequences
- machine learning
- ensemble classifier
- ensemble learning
- data mining
- gene expression data
- logistic regression
- data sets
- data mining techniques
- machine learning algorithms
- decision tree learning
- decision tree algorithm
- classification models
- biomedical literature
- gene ontology
- pattern mining
- experimental conditions
- pruning algorithm
- microarray
- decision forest
- coding method
- sequence data
- itemsets
- high throughput
- gene structure prediction