MiCId GUI: The Graphical User Interface for MiCId, a Fast Microorganism Classification and Identification Workflow with Accurate Statistics and High Recall.
Aleksey Y. OgurtsovGelio AlvesAlex RubioBrendan JoyceBjörn AnderssonRoger KarlssonEdward R. B. MooreYi-Kuo YuPublished in: J. Comput. Biol. (2024)
Keyphrases
- graphical user interface
- high recall
- high precision
- user friendly
- accurate classification
- visualization tool
- automatic classification
- classification accuracy
- decision trees
- classification scheme
- pattern recognition
- classification method
- graphical user interfaces
- machine learning
- precision and recall
- classification models
- class labels
- support vector machine svm
- data sets
- image classification
- high accuracy
- classification systems
- text classification
- supervised learning
- user interface
- feature space
- support vector
- feature extraction
- statistical modeling
- achieve high precision
- model selection
- classification rules
- classification algorithm
- decision rules
- support vector machine
- feature vectors
- data analysis
- natural language
- high quality
- training data
- feature selection
- neural network