Acoustic traits of bat-pollinated flowers compared to flowers of other pollination syndromes and their echo-based classification using convolutional neural networks.
Ralph SimonKarol BakunowskiAngel Eduardo Reyes-VasquesMarco TschapkaMirjam KnörnschildJan SteckelDan StowellPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- face recognition
- recognition rate
- classification rate
- convolutional neural networks
- terms of classification accuracy
- automatic classification
- classification accuracy
- principal component analysis
- classification method
- support vector machine
- supervised learning
- significant improvement
- decision trees
- classification process
- image classification
- pattern recognition
- classification systems
- support vector
- classification scheme
- machine learning
- pattern classification
- classification rules
- convolutional network
- machine learning methods
- classification algorithm
- benchmark datasets
- support vector machine svm
- training set
- feature selection
- neural network
- svm classifier
- cost sensitive
- machine learning algorithms
- model selection
- multiscale
- random selection