The Inefficiency of Batch Training for Large Training Sets.
D. Randall WilsonTony R. MartinezPublished in: IJCNN (2) (2000)
Keyphrases
- training set
- training examples
- training samples
- supervised learning
- test set
- classification accuracy
- batch mode
- training set size
- data sets
- support vector machine
- active learning
- feature space
- training data
- data mining
- decision trees
- training dataset
- knn
- learning process
- high dimensional
- test data
- training algorithm
- database