New decision support tool for acute lymphoblastic leukemia classification.
Monica MadhukarSos S. AgaianAnthony T. ChronopoulosPublished in: Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications (2012)
Keyphrases
- accurate classification
- classification systems
- pattern recognition
- preprocessing
- classification accuracy
- support vector machine svm
- machine learning
- decision trees
- supervised learning
- pattern classification
- automatic classification
- machine learning methods
- classification method
- classification algorithm
- text classification
- support vector machine
- feature extraction
- classification process
- training samples
- classification scheme
- feature vectors
- cancer classification
- feature space
- colon cancer
- cost sensitive
- data sets
- microarray data
- high dimensionality
- cross validation
- benchmark datasets
- unsupervised learning
- image classification
- training set
- neural network