Predicting Phenotypes From High-Dimensional Genomes Using Gradient Boosting Decision Trees.
Tingxi YuLi WangWuping ZhangGuofang XingJiwan HanFuzhong LiChunqing CaoPublished in: IEEE Access (2022)
Keyphrases
- gradient boosting
- decision trees
- high dimensional
- microarray data
- loss function
- base learners
- low dimensional
- imitation learning
- random forest
- naive bayes
- training set
- nearest neighbor
- dimensionality reduction
- logistic regression
- ensemble methods
- gene expression data
- high dimensionality
- feature space
- training data
- gene expression
- machine learning algorithms
- data points
- decision rules
- training samples
- gene selection
- relational domains