A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma.
Peter J. SchüfflerAydin UlasUmberto CastellaniVittorio MurinoPublished in: ICIAP (1) (2011)
Keyphrases
- cell nucleus
- correct classification
- learning algorithm
- multiple kernel
- machine learning
- cancer cells
- supervised learning
- cell nuclei
- machine learning algorithms
- support vector machine
- feature extraction
- training samples
- training data
- kernel learning
- classification accuracy
- decision trees
- linear combination
- quantitative analysis
- support vector
- cancer diagnosis
- machine learning methods
- multiple kernel learning
- training set
- feature selection
- image classification
- svm classifier
- feature vectors
- unsupervised learning
- text classification
- obtaining accurate