A performance comparison of dimension reduction methods for molecular structure classification.
Zhi-Shui ZhangLi-Li CaoJun ZhangPublished in: BMEI (2014)
Keyphrases
- molecular structure
- dimension reduction methods
- pattern recognition
- dimension reduction
- support vector
- classification accuracy
- preprocessing
- machine learning
- support vector machine
- training set
- principal component analysis
- supervised learning
- feature space
- decision trees
- high dimensionality
- feature selection
- computer vision