Sequence-based prediction model of protein crystallization propensity using machine learning and two-level feature selection.
Nguyen-Quoc-Khanh LeWanru LiYanshuang CaoPublished in: Briefings Bioinform. (2023)
Keyphrases
- prediction model
- feature selection
- machine learning
- stepwise regression
- regression model
- sequence analysis
- text classification
- sequence alignment
- neural network
- support vector machine
- bp neural network
- response surface methodology
- text categorization
- computational biology
- model selection
- multiple sequence alignment
- feature ranking
- sequence similarity
- feature space
- fuzzy neural network
- predictive model
- data mining
- exponential smoothing
- forecasting model
- sequence databases
- feature extraction
- ls svm
- microarray data
- machine learning algorithms
- classification models
- text mining
- genomic sequences
- software reliability
- genome sequences
- amino acids
- knn
- decision trees
- bp network
- dimensionality reduction
- learning algorithm
- feature set