PARIS: Partial instance and training set selection. A new scalable approach to multi-label classification.
Nicolás García-PedrajasJosé Manuel Cuevas-MuñozJuan Antonio Romero del CastilloAida de Haro-GarcíaPublished in: Inf. Fusion (2023)
Keyphrases
- multi label classification
- training set
- classification algorithm
- multi label
- multiple labels
- text categorization
- semi supervised learning
- class labels
- test set
- supervised learning
- training data
- image annotation
- semi supervised
- binary classification
- support vector machine
- nearest neighbor
- decision trees
- training samples
- data sets
- unlabeled data
- multi class
- k nearest neighbor
- graph cuts
- feature selection
- face images
- meta level
- cross validation
- svm classifier
- image data
- classification accuracy
- active learning
- face recognition
- image processing
- machine learning
- data mining