Cross-study validation for the assessment of prediction algorithms.
Christoph BernauMarkus RiesterAnne-Laure BoulesteixGiovanni ParmigianiCurtis HuttenhowerLevi WaldronLorenzo TrippaPublished in: Bioinform. (2014)
Keyphrases
- prediction algorithm
- learning algorithm
- computational complexity
- artificial neural networks
- data structure
- recently developed
- orders of magnitude
- image segmentation
- search engine
- computationally efficient
- theoretical analysis
- convergence rate
- prediction error
- worst case
- simulation study
- computationally expensive
- experimental study
- machine learning algorithms
- particle swarm optimization
- real time
- probabilistic model
- significant improvement
- evolutionary algorithm
- feature selection
- computer vision
- data sets