Multi-class Semi-supervised Logistic I-RELIEF Feature Selection Based on Nearest Neighbor.
Baige TangLi ZhangPublished in: PAKDD (2) (2019)
Keyphrases
- multi class
- nearest neighbor
- semi supervised
- feature selection
- knn
- pairwise
- k nearest neighbor
- semi supervised learning
- labeled data
- support vector machine
- text categorization
- training set
- instance selection
- supervised learning
- unlabeled data
- text classification
- high dimensional
- multi class classification
- object detection
- logistic regression
- multi task
- nearest neighbor search
- data points
- classification accuracy
- binary classification
- unsupervised learning
- multiple classes
- cost sensitive
- machine learning
- active learning
- multiclass classification
- base classifiers
- multiple instance learning
- feature space
- multi class classifier
- multi class svm
- information gain
- binary classification problems
- error correcting output codes
- kernel logistic regression
- binary classifiers
- feature selection algorithms
- gaussian process
- metric learning
- high dimensionality
- high dimensional data
- dimensionality reduction
- feature extraction
- learning algorithm