Bootstrap resampling feature selection and Support Vector Machine for early detection of Anastomosis Leakage.
Cristina Soguero-RuízKristian HindbergJosé Luis Rojo-ÁlvarezStein Olav SkrøvsethFred GodtliebsenKim MortensenArthur RevhaugRolv-Ole LindsetmoInmaculada Mora-JiménezKnut Magne AugestadRobert JenssenPublished in: BHI (2014)
Keyphrases
- early detection
- support vector machine
- feature selection
- support vector
- multi class
- svm classifier
- breast cancer
- small sample
- automatic diagnosis
- machine learning
- feature space
- classification accuracy
- lung cancer
- text classification
- support vector machine svm
- k nearest neighbor
- feature ranking
- feature vectors
- ovarian cancer
- skin cancer
- text categorization
- feature set
- cross validation
- feature selection algorithms
- learning algorithm
- microarray data
- naive bayes
- gene expression data
- permutation tests
- logistic regression
- digital image processing
- bayesian networks
- knn
- decision making
- data mining techniques