Automatic explanation of the classification of Spanish legal judgments in jurisdiction-dependent law categories with tree estimators.
Jaime González-GonzálezFrancisco de Arriba PérezSilvia García-MéndezAndrea Busto-CastiñeiraFrancisco J. González-CastañoPublished in: CoRR (2024)
Keyphrases
- legal reasoning
- case law
- pattern recognition
- pattern classification
- classification scheme
- machine learning algorithms
- automatically classify
- image classification
- classification accuracy
- semi automatic
- text classification
- classification systems
- statistical classification
- support vector
- neural network
- legal knowledge
- artificial intelligence and law
- classification method
- classification algorithm
- machine learning
- support vector machine svm
- feature vectors
- feature extraction
- feature selection
- tree structure
- training samples
- multi class
- support vector machine
- knn
- fuzzy decision trees
- cross validated
- association rules
- feature space
- decision trees
- hierarchical text classification