Multiple Neural Networks with Ensemble Method for Audio Tagging with Noisy Labels and Minimal Supervision.
Kexin HeYuhan ShenWei-Qiang ZhangPublished in: DCASE (2019)
Keyphrases
- ensemble methods
- multilabel classification
- prediction accuracy
- decision trees
- random forest
- rotation forest
- random forests
- machine learning methods
- benchmark datasets
- ensemble learning
- multi label
- base classifiers
- generalization ability
- training data
- drifting concepts
- classifier ensemble
- subspace methods
- instance based learning
- class labels
- training examples
- text categorization
- pairwise
- classification models
- feature subset
- text classification
- active learning
- feature extraction
- machine learning