A Method to Use Uncertain Domain Knowledge in the Induction of Classification Knowledge Based on ID3.
Hiroshi NarazakiIchiro ShigakiPublished in: Fuzzy Logic in Artificial Intelligence (IJCAI Workshop) (1997)
Keyphrases
- classification method
- support vector machine svm
- domain knowledge
- support vector machine
- classification accuracy
- significant improvement
- classification process
- preprocessing
- prior knowledge
- machine learning methods
- high accuracy
- detection method
- classification scheme
- pattern classification
- benchmark data sets
- decision rules
- classification algorithm
- high precision
- unsupervised learning
- feature set
- cost function
- feature vectors
- pairwise
- computational complexity
- classification rate
- decision trees
- training phase
- machine learning
- classification procedure
- clustering method
- training samples
- objective function
- similarity measure
- feature extraction
- genetic algorithm