SADI, SHARE, and the in silico scientific method.
Mark D. WilkinsonE. Luke McCarthyBenjamin P. VandervalkDavid WithersEdward A. KawasSoroush SamadianPublished in: BMC Bioinform. (2010)
Keyphrases
- objective function
- high precision
- significant improvement
- synthetic data
- experimental evaluation
- high accuracy
- preprocessing
- computational cost
- evaluation method
- detection algorithm
- clustering method
- machine learning
- prior knowledge
- high dimensional
- fully automatic
- optimization method
- probabilistic model
- input data
- mutual information
- support vector machine
- classification accuracy
- cost function
- high resolution
- pairwise
- computational complexity
- learning algorithm