Boosting Stochastic Newton Descent for Bigdata large scale classification.
Roberto D'AmbrosioWafa BelhajaliMichel BarlaudPublished in: IEEE BigData (2014)
Keyphrases
- classification accuracy
- feature selection
- pattern recognition
- training data
- classification algorithm
- weak classifiers
- feature vectors
- automatic classification
- pattern classification
- classification method
- real world
- hierarchical text classification
- classification systems
- small scale
- cost sensitive
- machine learning
- image classification
- supervised learning
- feature space
- multi class
- data sets
- support vector machine svm
- weak learners
- multi class classification
- support vector machine
- training process
- generalization ability
- object detection
- training samples
- decision rules
- benchmark datasets
- machine learning algorithms