Application of Machine Algorithms for Classification and Formation of the Optimal Plan.
Nataliya BoykoRostyslav HlynkaPublished in: COLINS (2021)
Keyphrases
- benchmark datasets
- worst case
- classification algorithm
- theoretical analysis
- support vector
- machine learning algorithms
- computational cost
- computationally efficient
- machine learning
- terms of classification accuracy
- machine learning methods
- cross validation
- orders of magnitude
- pattern recognition
- optimal plans
- dynamic programming
- nearest neighbour
- automatic classification
- learning algorithm
- optimization problems
- decision rules
- decision trees
- data mining
- exhaustive search
- feature selection
- reinforcement learning
- significant improvement
- support vector machine svm
- training samples
- upper bound
- image classification