Multiplatform biomarker identification using a data-driven approach enables single-sample classification.
Ling ZhangIshwor ThapaChristian HaasDhundy BastolaPublished in: BMC Bioinform. (2019)
Keyphrases
- pattern recognition
- classification accuracy
- classification algorithm
- text classification
- support vector
- feature vectors
- classification process
- classification models
- classification systems
- supervised learning
- training set
- automatic classification
- classification scheme
- feature space
- feature extraction
- decision trees
- small sample
- machine learning
- classification method
- semi supervised
- preprocessing
- feature selection
- benchmark datasets
- pattern classification
- machine learning algorithms
- document classification
- image classification
- classification rate
- neural network