Classification of Cell Fates with Support Vector Machine Learning.
Ofer M. ShirVered RazRoeland W. DirksThomas BäckPublished in: EvoBIO (2007)
Keyphrases
- support vector
- machine learning
- support vector machine
- classification accuracy
- feature selection
- svm classifier
- pattern recognition
- generalization ability
- decision trees
- text classification
- kernel methods
- machine learning methods
- machine learning algorithms
- classification algorithm
- learning algorithm
- supervised learning
- cross validation
- svm classification
- model selection
- automatic classification
- image classification
- pattern classification
- feature vectors
- support vector machine svm
- supervised classification
- feature space
- logistic regression
- loss function
- benchmark datasets
- classification method
- soft margin
- learning tasks
- supervised machine learning
- feature extraction
- classification scheme
- computer vision
- learning machines
- correct classification
- margin maximization
- large margin classifiers
- neural network
- support vectors
- machine learning approaches
- cost sensitive
- learning problems
- class labels
- unsupervised learning
- text mining
- multi class