Machine learning methods can replace 3D profile method in classification of amyloidogenic hexapeptides.
Jerzy StanislawskiMalgorzata KotulskaOlgierd UnoldPublished in: BMC Bioinform. (2013)
Keyphrases
- machine learning methods
- machine learning
- machine learning algorithms
- classification method
- machine learning approaches
- pattern classification
- classification accuracy
- detection method
- ensemble methods
- high accuracy
- support vector machine
- decision trees
- computational cost
- decision rules
- classification algorithm
- preprocessing
- objective function
- classification process
- data mining
- cost function
- significant improvement
- statistical methods
- support vector
- learned knowledge
- classification procedure