Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning.
Sebastian RaschkaPublished in: CoRR (2018)
Keyphrases
- evaluation model
- selection algorithm
- machine learning
- artificial immune network
- cost function
- objective function
- mathematical model
- probabilistic model
- theoretical analysis
- selection criterion
- learning algorithm
- evaluation method
- em algorithm
- recognition algorithm
- tree structure
- expectation maximization
- input data
- selection mechanism
- optimization algorithm
- k means
- optimal solution
- decision trees
- genetic algorithm
- fuzzy theory
- neural network
- prediction model
- classification algorithm
- model selection
- simulated annealing
- similarity measure
- particle swarm optimization
- evaluation process
- quality evaluation
- reinforcement learning
- fuzzy comprehensive evaluation