A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data.
Sounak ChakrabortyRuixin GuoPublished in: Comput. Stat. Data Anal. (2011)
Keyphrases
- medical data
- high dimensional
- support vector machine
- medical images
- clinical data
- medical data mining
- feature space
- data mining
- medical information
- small sample
- medical records
- svm classifier
- data points
- data miners
- medical data sets
- imaging modalities
- patient outcomes
- kernel function
- bayesian networks
- support vector machine svm
- patient data
- dimensionality reduction
- kernel methods
- low dimensional
- nearest neighbor
- training data
- privacy sensitive
- high dimensional data
- feature vectors
- machine learning
- medical diagnosis
- data sets
- decision trees