Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers.
Jason CramerVincent LostanlenAndrew FarnsworthJustin SalamonJuan Pablo BelloPublished in: ICASSP (2020)
Keyphrases
- decision tree classifiers
- decision trees
- improve recognition accuracy
- linear classifiers
- tree structure
- multiple classifiers
- classification trees
- training data
- biological data
- training set
- tree models
- machine learning algorithms
- feature selection
- support vector
- binary tree
- molecular biology
- classification algorithm
- svm classifier
- feature set
- naive bayes
- index structure
- class labels
- ensemble learning
- logistic regression
- biological systems
- classification models
- test set
- leaf nodes
- fold cross validation
- tree structures
- b tree
- training examples
- classification method
- training samples
- feature extraction
- bayesian networks