The Scalar Metric of Classification Algorithm Choice in Machine Learning Problems Based on the Scheme of Nonlinear Compromises.
Igor PulekoOleksandra SvintsytskaVictor ChumakevychVadym PtashnykYuliia PolishchukPublished in: COLINS (2022)
Keyphrases
- classification algorithm
- learning problems
- learning algorithm
- learning tasks
- supervised learning
- machine learning algorithms
- knn
- k nearest neighbor
- binary classification
- semi supervised learning
- learning machines
- class labels
- kernel methods
- machine learning
- training set
- support vector machine
- classification rules
- naive bayes
- training data
- learning scheme
- classification method
- accurate classification
- data sets
- reinforcement learning
- distance metric
- nearest neighbor
- multi task
- computer vision
- training examples
- text categorization
- learning process
- metric learning
- clustering algorithm
- data mining
- database