DeepTE: a computational method for de novo classification of transposons with convolutional neural network.
Haidong YanAureliano BombarelySong LiPublished in: Bioinform. (2020)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- convolutional neural network
- detection method
- decision rules
- support vector machine
- segmentation method
- high accuracy
- feature set
- support vector machine svm
- computational cost
- similarity measure
- classification process
- clustering method
- unsupervised learning
- cost function
- significant improvement
- feature vectors
- training phase
- probabilistic model
- classification procedure
- machine learning algorithms
- supervised learning
- cross validation
- high dimensional
- machine learning methods
- pattern classification
- training process
- classification scheme
- ordinal data
- training samples