Toxicity modelling of nanomaterials by origin evaluation of their physicochemical descriptors using a combination of principal component analysis and support vector machine methods.
Sunil Kr. JhaTae Hyun YoonPublished in: Expert Syst. J. Knowl. Eng. (2020)
Keyphrases
- principal component analysis
- evaluation methods
- dimension reduction methods
- gold standard
- support vector machine
- dimensionality reduction
- feature selection
- computational cost
- multi class
- preprocessing
- neural network
- high dimensional data
- classification method
- key features
- evaluation criteria
- object recognition
- svm classification
- protein fold recognition
- computer vision