Classification of complete blood count and haemoglobin typing data by a C4.5 decision tree, a naïve Bayes classifier and a multilayer perceptron for thalassaemia screening.
Damrongrit SetsirichokTheera PiroonratanaWaranyu WongsereeTouchpong UsavanarongNuttawut PaulkhaolarnChompunut KanjanakornMonchan SirikongChanin LimwongseNachol ChaiyaratanaPublished in: Biomed. Signal Process. Control. (2012)
Keyphrases
- bayes classifier
- bayes classifiers
- decision trees
- multilayer perceptron
- incomplete data
- input vectors
- data sets
- naive bayes
- training data
- pattern recognition
- artificial neural networks
- text classification
- neural network model
- machine learning algorithms
- bayesian classifier
- bayesian classifiers
- expert systems
- machine learning
- input vector
- input data
- training samples
- data mining techniques
- small number
- support vector machine
- classification accuracy
- face recognition
- image processing
- neural network