Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates.
Kevin HeYanming LiJi ZhuHongliang LiuJeffrey E. LeeChristopher I. AmosTerry HyslopJiashun JinHuazhen LinQinyi WeiYi LiPublished in: Bioinform. (2016)
Keyphrases
- survival analysis
- gradient boosting
- high dimensional
- regression model
- logistic regression
- control system
- data mining
- breast cancer
- control strategy
- knowledge discovery
- loss function
- machine learning
- high dimensionality
- sample size
- data points
- low dimensional
- data mining techniques
- dimensionality reduction
- pairwise
- similarity search
- cross validation
- nearest neighbor
- fuzzy logic
- data mining methods
- variable selection
- control method
- support vector