Quantity Over Quality? Investigating the Effects of Volume and Strength of Training Data in Marine Bioacoustics.
Andrea NapoliPaul R. WhiteThomas BlumensathPublished in: DCASE (2022)
Keyphrases
- training data
- high quality
- data sets
- training set
- higher quality
- learning algorithm
- decision trees
- classification accuracy
- quality assessment
- quality measures
- information systems
- case study
- classification models
- training instances
- low quality
- noisy data
- test data
- test set
- training samples
- unlabeled data
- domain knowledge