Legal Judgment Prediction via graph boosting with constraints.
Suxin TongJingling YuanPeiliang ZhangLin LiPublished in: Inf. Process. Manag. (2024)
Keyphrases
- prediction accuracy
- graph representation
- random walk
- prediction error
- graph structure
- graph theory
- ensemble methods
- learning algorithm
- graph partitioning
- graph mining
- prediction model
- directed graph
- planar graphs
- prediction algorithm
- feature selection
- active learning
- constraint satisfaction
- bipartite graph
- ensemble learning
- training data
- graph model
- neural network
- ensemble classifier
- random graphs
- weak learners
- connected components
- protein function prediction
- case law