Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data.
Javier Perera-LagoVíctor Toscano-DuránEduardo Paluzo-HidalgoSara NarteniMatteo RuccoPublished in: CoRR (2024)
Keyphrases
- decision trees
- data sets
- data collection
- database
- training data
- high quality
- data analysis
- raw data
- sensor data
- machine learning
- data structure
- prior knowledge
- data mining methods
- end users
- test data
- application specific
- experimental data
- data mining algorithms
- correlation analysis
- input data
- distance measure
- small number
- image data
- probability distribution
- data sources
- data mining
- neural network