Predicting Drug Solubility Using Different Machine Learning Methods - Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network.
John HoZhao-Heng YinColin ZhangHenry OverhauserKyle SwansonYang HaPublished in: CoRR (2023)
Keyphrases
- machine learning methods
- convolutional neural network
- machine learning approaches
- machine learning
- linear regression model
- extracted features
- machine learning algorithms
- extracting features
- feature extraction
- automatically extracted
- regression model
- statistical methods
- neural network
- face detection
- ensemble methods
- chemical compounds
- feature selection
- least squares
- regression analysis
- semi supervised
- upper bound
- support vector
- data mining