Resampling Techniques for Materials Informatics: Limitations in Crystal Point Groups Classification.
Abdulmohsen A. AlsauiYousef A. AlghofailiMohammed AlghadeerFahhad H. AlharbiPublished in: J. Chem. Inf. Model. (2022)
Keyphrases
- classification method
- feature selection
- decision trees
- support vector machine svm
- feature space
- pattern classification
- classification accuracy
- training samples
- automatic classification
- decision rules
- classification algorithm
- supervised learning
- image classification
- feature vectors
- rough sets
- preprocessing
- web intelligence
- machine learning
- classification rules
- classification systems
- classification scheme
- class labels
- unsupervised learning
- model selection
- text classification
- feature set
- training set
- support vector
- feature extraction
- case study
- genetic algorithm