Prediction Algorithms Achieving Bayesian Decision Theoretical Optimality Based on Decision Trees as Data Observation Processes.
Yuta NakaharaShota SaitoNaoki IchijoKoki KazamaToshiyasu MatsushimaPublished in: CoRR (2023)
Keyphrases
- decision trees
- data structure
- data sets
- data mining algorithms
- data analysis
- prediction algorithm
- data sources
- high quality
- training data
- knowledge discovery
- raw data
- data mining techniques
- data reduction
- data processing
- statistical methods
- computationally efficient
- synthetic data
- theoretical analysis
- data mining methods
- noisy data
- machine learning
- prediction accuracy
- high dimensional data
- data collection
- image data
- historical data
- database
- incomplete data
- classification trees
- decision tree induction
- random forest
- prediction model
- resource allocation
- spatial data
- input data
- learning algorithm
- xml documents
- cooperative