MASSA Algorithm: an automated rational sampling of training and test subsets for QSAR modeling.
Gabriel Corrêa VeríssimoSimone Queiroz PantaleãoPhilipe de Olveira FernandesJadson Castro GertrudesThales KronenbergerKáthia Maria HonórioVinicius Gonçalves MaltarolloPublished in: J. Comput. Aided Mol. Des. (2023)
Keyphrases
- times faster
- monte carlo
- computational complexity
- preprocessing
- experimental evaluation
- dynamic programming
- np hard
- cost function
- learning algorithm
- improved algorithm
- detection algorithm
- computational cost
- k means
- objective function
- similarity measure
- recognition algorithm
- hidden markov models
- search space
- video sequences
- data structure
- worst case
- high accuracy
- expectation maximization
- segmentation algorithm
- back propagation
- bayesian networks
- data sets
- training algorithm