A multilabel text classification algorithm for labeling risk factors in SEC form 10-K.
Ke-Wei HuangZhuolun LiPublished in: ACM Trans. Manag. Inf. Syst. (2011)
Keyphrases
- classification algorithm
- risk factors
- multi label
- class labels
- multi label classification
- multiple labels
- knn
- text categorization
- k nearest neighbor
- naive bayes
- training set
- risk assessment
- graph cuts
- multilabel classification
- document classification
- learning algorithm
- active learning
- text classification
- classification rules
- risk management
- support vector machine
- training examples
- training data
- image segmentation
- statistical methods
- text mining
- decision making
- decision trees
- reinforcement learning
- unlabeled data
- case based reasoning
- data mining
- neural network
- data sets