Identifying diagnosis-specific genotype-phenotype associations via joint multitask sparse canonical correlation analysis and classification.
Lei DuFang LiuKefei LiuXiaohui YaoShannon L. RisacherJunwei HanLei GuoAndrew J. SaykinLi ShenPublished in: Bioinform. (2020)
Keyphrases
- canonical correlation analysis
- multi task
- least squares
- classification accuracy
- feature selection
- decision trees
- dimensionality reduction methods
- genotype phenotype
- machine learning
- multi task learning
- support vector
- image classification
- text classification
- class labels
- training set
- partial least squares
- feature extraction
- support vector machine
- data sets
- high dimensional
- supervised learning
- machine learning algorithms
- cross validation
- classification models
- feature space