Total ancestry measure: quantifying the similarity in tree-like classification, with genomic applications.
Haiyuan YuRonald JansenGustavo StolovitzkyMark GersteinPublished in: Bioinform. (2007)
Keyphrases
- similarity measure
- machine learning
- support vector
- pattern classification
- feature selection
- classification accuracy
- tree structure
- distance measure
- image classification
- support vector machine svm
- benchmark datasets
- classification method
- similarity function
- supervised learning
- decision tree learning algorithm
- text classification
- classification trees
- sequence data
- support vector machine
- class labels
- training set
- binary decision tree
- automatic classification
- similarity coefficient
- high throughput
- machine learning algorithms
- training samples
- model selection
- multi class
- knn
- feature extraction