Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent.
Matteo PirottaMarcello RestelliPublished in: CoRR (2017)
Keyphrases
- cost sensitive
- batch size
- batch mode
- active learning
- misclassification costs
- multi class
- cost sensitive learning
- single item
- batch processing
- poisson process
- cost sensitive classification
- binary classification
- class distribution
- class imbalance
- cost function
- naive bayes
- support vector machine
- loss function
- raw material
- semi supervised
- upper bound
- machine learning
- base classifiers
- lot sizing
- infinite horizon
- arrival rate
- pairwise
- similarity measure
- learning algorithm