Classification Performance Evaluation from Multilevel Logistic and Support Vector Machine Algorithms through Simulated Data in Python.
Luiz Paulo Lopes FáveroPatrícia Prado BelfioreHelder Prado SantosMarcos dos SantosIgor Pinheiro de Araújo CostaWilson Tarantin JuniorPublished in: ITQM (2022)
Keyphrases
- support vector machine
- classification algorithm
- support vector machine svm
- decision boundary
- nearest neighbour
- support vector
- computational cost
- neural network
- learning algorithm
- classification method
- svm classifier
- benchmark datasets
- significant improvement
- programming language
- data sets
- computational complexity
- pattern recognition
- training data
- machine learning
- supervised learning
- optimization problems
- training samples
- semi supervised
- feature space
- logistic regression
- classification scheme
- decision trees
- small sample
- terms of classification accuracy
- high classification accuracy