Probabilistic Program Modeling for High-Precision Anomaly Classification.
Kui XuDanfeng (Daphne) YaoBarbara G. RyderKe TianPublished in: CSF (2015)
Keyphrases
- high precision
- high recall
- high reliability
- pattern recognition
- machine learning
- classification accuracy
- achieve high precision
- support vector
- feature vectors
- support vector machine
- supervised learning
- feature selection
- support vector machine svm
- classification method
- classification models
- feature space
- data sets
- restricted boltzmann machine
- prior probabilities
- statistical modeling
- classification systems
- classification rules
- machine learning methods
- image classification
- uncertain data
- bayesian networks
- training samples
- computer programs
- anomaly detection
- probabilistic logic
- unsupervised learning
- decision trees
- high accuracy
- preprocessing