The impact of incomplete knowledge on the evaluation of protein function prediction: a structured-output learning perspective.
Yuxiang JiangWyatt T. ClarkIddo FriedbergPredrag RadivojacPublished in: Bioinform. (2014)
Keyphrases
- structured output
- structured prediction
- incomplete knowledge
- learning algorithm
- learning tasks
- latent variables
- supervised learning
- higher order
- maximum margin
- protein function prediction
- image features
- graphical models
- machine learning
- support vector machine
- multi task learning
- efficient learning
- probabilistic model
- discriminative learning
- reinforcement learning
- feature selection