Classification based on extensions of LS-PLS using logistic regression: application to clinical and multiple genomic data.
Caroline BazzoliSophie Lambert-LacroixPublished in: BMC Bioinform. (2018)
Keyphrases
- logistic regression
- decision trees
- support vector
- logistic regression models
- genomic data
- linear support vector machines
- fold cross validation
- classification trees
- naive bayes
- high throughput
- breast cancer
- neural network
- text classification
- machine learning algorithms
- classification accuracy
- support vector machine svm
- supervised learning
- loss function
- support vector machine
- training set
- partial least squares
- machine learning
- biological data
- association rules
- feature space
- feature selection
- data sets