MultiToxPred 1.0: a novel comprehensive tool for predicting 27 classes of protein toxins using an ensemble machine learning approach.
Jorge BeltránLisandra Herrera BelénFernanda Parraguez ContrerasJorge G. FariasJorge Machuca-SepúlvedaStefania ShortPublished in: BMC Bioinform. (2024)
Keyphrases
- machine learning
- learning algorithm
- neural network
- knowledge acquisition
- computer vision
- protein structure
- predicting protein
- machine learning algorithms
- ensemble methods
- protein sequences
- computational biology
- feature selection
- natural language processing
- machine learning methods
- artificial intelligence
- data mining
- protein secondary structure
- text classification
- supervised learning
- information extraction
- pattern recognition
- class labels
- support vector machine
- random forest
- amino acids
- knowledge representation
- sequence analysis
- training data