Species-specific audio detection: A comparison of three template-based classification algorithms using random forests.
Carlos J. Corrada-BravoRafael Álvarez BerríosT. Mitchell AidePublished in: PeerJ Prepr. (2017)
Keyphrases
- random forests
- machine learning algorithms
- accurate classifiers
- decision trees
- classification algorithm
- random forest
- learning algorithm
- tree ensembles
- randomized trees
- machine learning methods
- classification accuracy
- support vector machine svm
- support vector machine
- machine learning
- text classification
- benchmark datasets
- feature space
- knn
- feature vectors
- relational databases
- logistic regression
- high dimensional
- training set
- ensemble methods
- similarity measure
- regression problems
- regression trees
- face recognition
- image segmentation
- feature selection
- decision tree ensembles