Discovering the Relationship Between Generalization and Uncertainty by Incorporating Complexity of Classification.
Xi-Zhao WangRan WangChen XuPublished in: IEEE Trans. Cybern. (2018)
Keyphrases
- machine learning
- automatic classification
- classification accuracy
- pattern recognition
- classification scheme
- classification method
- decision trees
- support vector
- pattern classification
- image classification
- unsupervised learning
- text classification
- classification process
- document classification
- classification algorithm
- machine learning algorithms
- neural network
- supervised learning
- support vector machine
- training set
- computational complexity
- feature selection
- training samples
- knn
- computational cost
- object classification
- supervised classification
- multi relational
- discovering patterns