Sparse regressions for predicting and interpreting subcellular localization of multi-label proteins.
Shibiao WanMan-Wai MakSun-Yuan KungPublished in: BMC Bioinform. (2016)
Keyphrases
- subcellular localization
- multi label
- multi label classification
- text categorization
- image classification
- image annotation
- graph cuts
- feature ranking
- text classification
- protein function prediction
- class labels
- random forest
- high dimensional
- drug discovery
- information retrieval
- dimensionality reduction
- markov random field
- knowledge discovery
- training set