Sparse Logistic Classifiers for Interpretable Protien Homology Detection.
Pai-Hsi HuangVladimir PavlovicPublished in: ICDM Workshops (2006)
Keyphrases
- high dimensional
- automatic detection
- object detection
- detection rate
- detection algorithm
- decision trees
- support vector
- boosted classifiers
- discriminative classifiers
- detection method
- false alarms
- training data
- support vector machine classifier
- svm classifier
- classification systems
- classification rules
- feature selection
- false positives
- test set
- digital images
- active learning
- classification algorithm
- machine learning algorithms
- supervised classification
- linear classifiers
- training examples
- sparse data
- adaboost classifier
- feature vectors
- multinomial logistic regression