Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data.
Gerald FriedlandPublished in: ACM Multimedia (2019)
Keyphrases
- experimental design
- multimedia data
- multimedia
- machine learning
- multimedia information
- active learning
- multimedia databases
- multimedia content
- content based video retrieval
- multimedia information retrieval
- feature selection
- multimedia objects
- empirical studies
- sample size
- data mining
- multimedia presentations
- supervised learning
- high level
- data management
- data processing
- learning algorithm
- decision trees
- semi supervised learning
- learning tasks
- data sets
- learning strategies
- learning systems
- model selection
- data sources
- video data
- database
- metadata
- game play
- class imbalance
- virtual learning environments
- e learning
- multimedia documents
- text classification
- databases
- feature extraction