A Study of Cell-Free DNA Fragmentation Pattern and Its Application in DNA Sample Type Classification.
Shifu ChenMing LiuXiaoni ZhangRenwen LongYixing WangYue HanShiwei ZhangMingyan XuJia GuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2018)
Keyphrases
- training set
- classification accuracy
- machine learning
- dna sequences
- machine learning methods
- statistical analysis
- pattern classification
- classification rules
- classification algorithm
- data sets
- feature space
- empirical studies
- model selection
- support vector machine svm
- class labels
- decision rules
- text classification
- support vector machine
- support vector
- decision trees
- classification scheme
- biological sequences
- dna computing