QSAR Classification Modeling for Bioactivity of Molecular Structure via SPL-Logsum.
Liang-Yong XiaQing-Yong WangPublished in: CoRR (2018)
Keyphrases
- molecular structure
- pattern recognition
- classification accuracy
- automatic classification
- image classification
- classification systems
- object classification
- classification method
- text classification
- support vector machine svm
- feature vectors
- machine learning
- feature selection
- hidden markov models
- model selection
- machine learning algorithms
- classification algorithm
- preprocessing
- supervised learning
- pattern classification
- document classification
- support vector
- feature extraction
- classification rules
- drug discovery
- statistical modeling
- classification process
- support vector machine
- classification rate
- classification scheme
- machine learning methods
- class labels
- neural network
- training samples
- feature space
- training set