Stop Criterion in Building Decision Trees with Bagging Method for Dispersed Data.
Malgorzata Przybyla-KasperekSamuel AningPublished in: KES (2021)
Keyphrases
- synthetic data
- decision trees
- input data
- test data
- database
- data sets
- training data
- prior knowledge
- decision tree learning
- classification trees
- random forest
- data mining methods
- missing data
- clustering method
- data points
- data sources
- preprocessing
- data structure
- similarity measure
- machine learning
- probabilistic model
- high dimensional data
- high dimensional
- decision rules
- data analysis
- statistical methods
- objective function
- sampling methods