Sourcepredict: Prediction of metagenomic sample sources using dimension reduction followed by machine learning classification.
Maxime BorryPublished in: J. Open Source Softw. (2019)
Keyphrases
- dimension reduction
- machine learning
- feature extraction
- feature selection
- principal component analysis
- feature construction
- data mining and machine learning
- high dimensional problems
- discriminative information
- singular value decomposition
- unsupervised learning
- high dimensional
- feature space
- linear discriminant analysis
- pattern recognition
- high dimensionality
- high dimensional data
- dimensionality reduction
- text classification
- preprocessing
- machine learning algorithms
- learning algorithm
- variable selection
- random projections
- manifold learning
- decision trees
- supervised learning
- cluster analysis
- data mining
- support vector machine
- data sets
- sequence data
- neural network
- machine learning and data mining
- classification models
- active learning
- image data