Comparative study on classification performance between support vector machine and logistic regression.
Abdallah Bashir MusaPublished in: Int. J. Mach. Learn. Cybern. (2013)
Keyphrases
- logistic regression
- comparative study
- support vector machine
- support vector
- linear support vector machines
- decision trees
- fold cross validation
- logistic regression models
- svm classifier
- naive bayes
- support vector machine svm
- linear svm
- classification accuracy
- decision boundary
- breast cancer
- random forests
- feature selection
- credit scoring
- feature vectors
- generalization ability
- machine learning
- text classification
- classification trees
- chi square
- cross validation
- loss function
- training set
- feature extraction
- odds ratio
- information retrieval
- training data
- feature space
- class membership probabilities
- classification and regression trees
- multilabel classification
- radial basis function
- hyperplane
- image classification
- k nearest neighbor
- naive bayes classifier
- data sets
- chi square test