Stabilization of Dataset Matrix Form for Classification Dataset Generation and Algorithm Selection.
Ilya SahipovAlexey ZabashtaAndrey FilchenkovPublished in: IDEAL (2) (2020)
Keyphrases
- synthetic datasets
- selection algorithm
- classification algorithm
- preprocessing
- dynamic programming
- benchmark datasets
- clustering method
- cost function
- worst case
- probabilistic model
- image set
- support vector
- objective function
- accuracy rate
- similarity measure
- generation algorithm
- machine learning
- matching algorithm
- learning algorithm
- feature set
- np hard
- training set
- computational complexity
- decision trees
- model selection
- detection algorithm
- k means
- search space
- association rules
- extracted features
- optimal solution
- training data
- latent semantic space