When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings.
Azmine Toushik WasiKarlo SerbetarRaima IslamTaki Hasan RafiDong-Kyu ChaePublished in: CoRR (2024)
Keyphrases
- text classification
- benchmark datasets
- classification method
- machine learning methods
- pattern recognition
- classification systems
- preprocessing
- machine learning
- feature selection
- classification accuracy
- text mining
- document classification
- natural language
- accurate classification
- image classification
- rough sets
- classification algorithm
- text documents
- feature space
- classification models
- text classifiers
- pattern languages
- clinical trials