Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy.
Joanna KomorniczakPawel KsieniewiczMichal WozniakPublished in: CORES/IP&C (2023)
Keyphrases
- classification models
- machine learning
- decision trees
- high level
- high quality
- pattern recognition
- optimization procedure
- statistical analysis
- formal model
- parameter estimation
- optimization algorithm
- computational model
- mathematical model
- robust optimization
- data sets
- statistical model
- machine learning algorithms
- theoretical analysis
- probabilistic model
- cost function
- data analysis