AClass: A simple, online, parallelizable algorithm for probabilistic classification.
Vikash K. MansinghkaDaniel M. RoyRyan RifkinJoshua B. TenenbaumPublished in: AISTATS (2007)
Keyphrases
- preprocessing
- classification algorithm
- learning algorithm
- detection algorithm
- probabilistic model
- pattern recognition
- computational complexity
- classification scheme
- worst case
- k means
- dynamic programming
- supervised learning
- objective function
- experimental evaluation
- optimal solution
- machine learning
- accuracy rate
- significant improvement
- search space
- decision trees
- classification rules
- classification method
- accurate classification
- np hard
- extracted features
- uncertain data
- matching algorithm
- support vector machine svm
- text classification
- evolutionary algorithm
- classification accuracy
- computational cost