Predicting the Accuracy of a Few-Shot Classifier.
Myriam BontonouLouis BéthuneVincent GriponPublished in: CoRR (2020)
Keyphrases
- high accuracy
- fold cross validation
- leave one out cross validation
- significantly improves the accuracy
- support vector machine classifier
- feature set
- learning algorithm
- accuracy rate
- classification rate
- roc curve
- error rate
- highest accuracy
- computational cost
- feature space
- decision trees
- higher classification accuracy
- confusion matrix
- training data
- improving classification accuracy
- unseen data
- multiple classifier systems
- multiple classifiers
- individual classifiers
- classification process
- classification algorithm
- visual features
- classification accuracy
- video sequences
- feature selection