Optimality of the rescaled pure greedy learning algorithms.
Wenhui ZhangPeixin YeShuo XingPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2023)
Keyphrases
- learning algorithm
- perceptron algorithm
- greedy algorithm
- batch mode
- machine learning algorithms
- search algorithm
- active learning
- optimal solution
- machine learning
- learning problems
- multi class
- dynamic programming
- supervised learning
- training examples
- marginal utility
- decision tree learning
- locally optimal
- training data
- learning scheme
- learning process
- data sets
- search space
- linear threshold
- inductive learning algorithms
- evolutionary algorithm
- hyperplane
- convergence rate
- average cost
- artificial neural networks
- learning paradigms
- greedy strategy
- forward selection