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Summary
- Effective and advanced classification methods
- Bayesian belief network (probabilistic networks)
- Backpropagation (Neural networks)
- Support Vector Machine (SVM)
- Pattern-based classification
- Other classification methods: lazy learners (KNN, case-based reasoning), genetic algorithms, rough set and fuzzy set approaches
- Additional Topics on Classification
- Multiclass classification
- Semi-supervised classification
- Active learning
- Transfer learning
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