Can machine learning consistently improve the scoring power of classical scoring functions? Insights into the role of machine learning in scoring functions.
Chao ShenYe HuZhe WangXujun ZhangHaiyang ZhongGaoang WangXiaojun YaoLei XuDong-Sheng CaoTingjun HouPublished in: Briefings Bioinform. (2021)
Keyphrases
- scoring functions
- machine learning
- scoring function
- learning algorithm
- decision trees
- information extraction
- text classification
- natural language processing
- data mining
- active learning
- text mining
- similarity measure
- feature selection
- classification accuracy
- digital libraries
- unsupervised learning
- machine learning algorithms
- data sets
- supervised learning
- semi supervised learning