Algorithm Selection and Model Evaluation in Application Design Using Machine Learning.
Srikanth BethuB. Sankara BabuK. MadhaviP. Gopala KrishnaPublished in: MLN (2019)
Keyphrases
- probabilistic model
- selection algorithm
- machine learning
- mathematical model
- objective function
- algorithm employs
- cost function
- algorithm has been developed
- learning algorithm
- detection algorithm
- theoretical analysis
- em algorithm
- recognition algorithm
- selection mechanism
- optimization model
- classification algorithm
- estimation algorithm
- worst case
- computational cost
- np hard
- input data
- particle swarm optimization
- k means
- filtering algorithm
- optimization method
- selection criterion
- computational complexity
- similarity measure
- energy function
- evaluation method
- decision tree induction algorithm
- prior information
- conceptual model
- final result
- tree structure
- optimization algorithm
- feature selection
- model selection
- expectation maximization
- optimal solution
- probability distribution
- significant improvement
- search space
- data mining
- computational model
- decision trees
- preprocessing
- artificial neural networks
- multi objective
- maximum likelihood
- bit rate
- segmentation algorithm
- parameter estimation