When Do Neural Nets Outperform Boosted Trees on Tabular Data?
Duncan C. McElfreshSujay KhandagaleJonathan ValverdeVishak Prasad C.Ganesh RamakrishnanMicah GoldblumColin WhitePublished in: CoRR (2023)
Keyphrases
- neural nets
- tabular data
- statistical disclosure control
- feed forward
- cell suppression
- neural network
- back propagation
- artificial neural networks
- controlled tabular adjustment
- decision trees
- learning tasks
- reinforcement learning
- learning algorithm
- machine learning
- data quality
- information content
- artificial intelligence
- genetic algorithm