An object-oriented library for systematic training and comparison of classifiers for computer-assisted tumor diagnosis from MRSI measurements.
Frederik O. KasterBernd MerkelOliver NixFred A. HamprechtPublished in: Comput. Sci. Res. Dev. (2011)
Keyphrases
- computer assisted
- training set
- surgical training
- training examples
- test set
- training samples
- computer aided
- intraoperative
- training data
- classifier training
- supervised training
- support vector
- discriminative classifiers
- project based learning
- labeled training data
- linear svm
- training and testing data
- feature selection
- decision trees
- learning algorithm
- class labels
- naive bayes
- training stage
- active learning
- object oriented
- supervised learning
- reading comprehension
- total knee replacement
- confusion matrices
- online learning
- classification algorithm
- computer assisted instruction
- multi layer perceptron
- svm classifier
- high school