Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study.
Berkman SahinerLubomir M. HadjiiskiHeang-Ping ChanChuan ZhouJun WeiPublished in: Medical Imaging: Image Processing (2005)
Keyphrases
- simulation study
- monte carlo
- decision tree classifiers
- linear discriminant analysis
- computer aided diagnosis
- neural network
- computer aided
- decision trees
- medical images
- face recognition
- support vector
- dimensionality reduction
- breast cancer
- principal component analysis
- image analysis
- markov chain
- pruning algorithm
- feature extraction
- particle filter
- decision forest
- medical imaging
- support vector machine svm
- high dimensional data
- matrix inversion
- feature space
- training samples
- high dimensional
- pattern recognition
- logistic regression
- machine learning algorithms
- text categorization
- random forest
- game tree
- feature selection