Decision Tree Ensemble Approach for Recidivism Risk Classification Among Heinous Crime Convicts.
Aman SinghSubrajeet MohapatraPublished in: SN Comput. Sci. (2024)
Keyphrases
- decision trees
- classification models
- pattern recognition
- classification accuracy
- predictive accuracy
- machine learning
- decision tree algorithm
- feature extraction
- machine learning algorithms
- support vector machine svm
- decision rules
- logistic regression
- automatic classification
- classification method
- text classification
- feature construction
- support vector
- classification rules
- feature set
- training set
- feature space
- pattern classification
- feature selection
- classification trees
- risk management
- classification scheme
- risk assessment
- benchmark datasets
- decision tree classifiers
- multivariate decision trees
- cost sensitive
- classification algorithm
- svm classifier
- class labels
- naive bayes
- training samples
- model selection
- rough sets
- feature vectors
- training data
- learning algorithm