Neural Network Classifier with Entropy Based Feature Selection on Breast Cancer Diagnosis.
Mei-Ling HuangYung-Hsiang HungWei-Yu ChenPublished in: J. Medical Syst. (2010)
Keyphrases
- breast cancer diagnosis
- feature selection
- neural network
- feature set
- breast cancer
- support vector
- feature selection algorithms
- fuzzy artmap
- feature space
- text categorization
- support vector machine
- learning vector quantization
- feature subset
- text classification
- classification accuracy
- multi class
- mutual information
- feature reduction
- cancer diagnosis
- feature ranking
- artificial neural networks
- svm classifier
- preprocessing step
- high dimensionality
- training data
- knn
- selected features
- microarray data
- classification models
- data preprocessing
- fold cross validation
- training samples
- gene selection
- gene expression data
- pattern recognition
- decision trees
- information gain
- unsupervised learning
- level set
- principal component analysis
- supervised learning
- training set
- machine learning