A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence.
Panagiota SpyridonosDimitris GlotsosDionisis A. CavourasPanagiota RavazoulaGeorge NikiforidisPublished in: DSP (2002)
Keyphrases
- bladder cancer
- breast cancer
- neural network
- machine learning
- pattern recognition
- neyman pearson
- nearest neighbor
- classification method
- classification accuracy
- unsupervised learning
- classification algorithm
- class labels
- text classification
- genetic algorithm
- decision trees
- decision rules
- back propagation
- pattern classification
- classification models
- training process
- automatic classification
- bayesian networks
- classification scheme
- supervised learning
- knn
- probabilistic model
- artificial neural networks
- classification systems
- preprocessing
- data sets
- backpropagation neural network
- nearest neighbour
- machine learning methods
- machine learning algorithms
- training samples
- k nearest neighbor
- model selection
- image classification
- training set
- feature space
- feature extraction
- feature selection
- learning algorithm