Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning.
Qingzhong LiuAndrew H. SungBernardete RibeiroMengyu QiaoPublished in: BIOSIGNALS (2009)
Keyphrases
- distance metric learning
- mass spectrometry data
- semi supervised
- nonlinear dimensionality reduction
- distance metric
- image classification
- metric learning
- pattern classification
- gender classification
- supervised learning
- unsupervised learning
- classification accuracy
- machine learning
- feature selection
- manifold learning
- support vector machine
- cancer classification
- semidefinite programming
- feature extraction
- feature space
- pattern recognition
- learning algorithm
- nearest neighbor classification
- decision trees
- high throughput
- neural network
- class labels
- support vector machine svm
- nearest neighbor
- multi class
- microarray
- component analysis
- training samples
- pairwise
- text classification
- active learning
- feature set