Prediction of anti-breast cancer compound activity based on Gradient Boosting Decision Tree ensemble learning.
Haoyun YuanYang LiuJingze DuZiqian ZhouPublished in: ISAIMS (2021)
Keyphrases
- breast cancer
- ensemble learning
- decision trees
- ensemble methods
- logistic regression
- base learners
- ensemble classifier
- prediction accuracy
- random forest
- base classifiers
- generalization ability
- random forests
- naive bayes
- prediction model
- learning algorithm
- neural network
- training set
- machine learning
- concept drift
- training data
- support vector
- feature set
- prior knowledge