When SMILES have Language: Drug Classification using Text Classification Methods on Drug SMILES Strings.
Azmine Toushik WasiKarlo SerbetarRaima IslamTaki Hasan RafiDong-Kyu ChaePublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- text classification
- benchmark datasets
- machine learning methods
- classification method
- classification systems
- preprocessing
- cross validation
- support vector machine svm
- feature reduction
- machine learning
- text categorization
- labeled data
- naive bayes
- machine learning algorithms
- classification accuracy
- feature space
- classification algorithm
- bag of words
- natural language
- pattern recognition
- feature extraction
- accurate classification
- decision trees