Classification Methods Using Neural Networks and Partial Precedence Algorithms for Differential Medical Diagnosis: A Case Study.
Angel Fernando Kuri MoralesMartha R. Ortiz-PosadasPublished in: ICCSA (1) (2003)
Keyphrases
- medical diagnosis
- benchmark datasets
- neural network
- machine learning methods
- significant improvement
- classification algorithm
- machine learning algorithms
- pattern classification problems
- neural networks and support vector machines
- methods outperform
- classification systems
- preprocessing
- pattern recognition
- computational cost
- classification method
- classification accuracy
- terms of classification accuracy
- decision trees
- benchmark data sets
- support vector
- machine learning
- feature extraction and selection
- learning algorithm
- fuzzy decision trees
- feature selection
- cross validation
- feature space
- training set
- classification rules
- artificial neural networks
- training data
- feature selection algorithms
- nearest neighbour
- classification trees
- data mining techniques
- supervised learning
- multi class
- knn