ProPythia: A Python Automated Platform for the Classification of Proteins Using Machine Learning.
Ana Marta SequeiraDiana LousaMiguel RochaPublished in: PACBB (2020)
Keyphrases
- machine learning
- pattern recognition
- machine learning algorithms
- automated classification
- decision trees
- support vector machine
- machine learning methods
- text classification
- supervised learning
- feature selection
- supervised machine learning
- model selection
- supervised classification
- automatic classification
- classification accuracy
- feature vectors
- feature extraction
- unsupervised learning
- machine learning approaches
- classification scheme
- feature space
- real time
- open source
- scripting language
- learning algorithm
- classification models
- protein secondary structure prediction
- programming language
- semi supervised learning
- object oriented
- knowledge discovery
- support vector
- neural network