Speeding-up One-vs-All Training for Extreme Classification via Smart Initialization.
Erik SchultheisRohit BabbarPublished in: CoRR (2021)
Keyphrases
- training set
- training phase
- multiclass classification
- training samples
- supervised learning
- pattern recognition
- classification accuracy
- feature vectors
- image classification
- classification method
- classification scheme
- classification performances
- feature selection
- training process
- pattern classification
- machine learning
- cross validation
- multi layer perceptron
- classification process
- avoid overfitting
- feature extraction
- support vector
- benchmark datasets
- decision trees
- classification algorithm
- text classification
- restricted boltzmann machine
- classification models
- multi class
- pairwise
- classification systems
- feature space
- data sets
- machine learning algorithms
- training patterns
- preprocessing
- training algorithm
- feature set
- classification rules
- machine learning methods
- support vector machine svm
- class labels