Financial inclusion dataset classification in Eswatini using support vector machine and logistic regression.
Stephen Gbenga FashotoBoluwaji A. AkinnuwesiElliot MbungeAndile Simphiwe MetfulaPublished in: Int. J. Bus. Inf. Syst. (2023)
Keyphrases
- logistic regression
- support vector machine
- fold cross validation
- support vector
- linear support vector machines
- decision trees
- logistic regression models
- svm classifier
- support vector machine svm
- credit scoring
- classification accuracy
- linear svm
- naive bayes
- feature selection
- multi class
- loss function
- random forests
- machine learning
- class membership probabilities
- feature vectors
- classification and regression trees
- feature extraction
- classification trees
- decision boundary
- predictor variables
- logistic model
- data mining
- kernel function
- breast cancer
- training set
- generalization ability
- cross validation
- belief nets
- class labels
- training data
- model selection
- multilabel classification
- text classification
- neural network
- odds ratio
- bayesian networks
- pairwise
- feature set
- training samples
- training dataset
- radial basis function