Comparison of different machine learning methods and dimensionality reduction for classification astrocytoma and glioblastoma tissues by mass spectra.
Evgeny S. ZhvanskyAnatoly A. SorokinDenis S. ZavorotnyukVsevolod ShurkhayVasiliy A. EliferovDenis S. BormotovDaniil G. IvanovAlexander A. PotapovPublished in: F1000Research (2021)
Keyphrases
- machine learning methods
- dimensionality reduction
- machine learning
- machine learning algorithms
- machine learning approaches
- ensemble methods
- feature extraction
- pattern recognition
- high dimensional
- mass spectra
- mass spectrometry
- neural network
- feature space
- image processing
- learning algorithm
- high dimensional data
- feature selection
- real world