AUC-based biomarker ensemble with an application on gene scores predicting low bone mineral density.
X. G. ZhaoW. DaiY. LiLu TianPublished in: Bioinform. (2011)
Keyphrases
- gene expression data
- feature selection
- learning algorithm
- gene expression
- microarray
- three dimensional
- training set
- probability estimates
- decision trees
- neural network
- model selection
- class distribution
- cancer classification
- classifier ensemble
- probability estimation
- gene regulatory networks
- roc curve
- random forest
- high dimensional data
- base classifiers
- pairwise
- receiver operating characteristic
- high dimensionality
- classification accuracy
- data sets
- regulatory networks
- prediction accuracy